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0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "aya", "parameter_size": "35b", "quantization_level": "", "context_length": 8000, "size_bytes": 20000000000, "size_gb": 20.0, "disk_size_gb": 20.0, "runtime_memory_estimate_gb": 26.0, "memory_required_gb": 26.0, "recommended_system_ram_gb": 48, "recommended_ram_gb": 48, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; 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true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 33.9, "grade": "D", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "ayaexpanse", "parameter_size": "latest", "quantization_level": "", "context_length": 8000, "size_bytes": 5100000000, "size_gb": 5.1, "disk_size_gb": 5.1, "runtime_memory_estimate_gb": 8.1, "memory_required_gb": 8.1, "recommended_system_ram_gb": 24, "recommended_ram_gb": 24, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; recommended system RAM = max(runtime/0.72, runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull aya-expanse:latest", "modified_at": "1 year ago", "performance_confidence": "metadata_only" } }, { "id": "local/aya-expanse:8b", "name": "Local Ollama: aya-expanse:8b (downloadable)", "context_length": 8000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 33.9, "grade": "D", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": 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runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull aya-expanse:8b", "modified_at": "1 year ago", "performance_confidence": "metadata_only" } }, { "id": "local/aya-expanse:32b", "name": "Local Ollama: aya-expanse:32b (downloadable)", "context_length": 8000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", 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rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull aya-expanse:32b", "modified_at": "1 year ago", "performance_confidence": "metadata_only" } }, { "id": "local/bakllava:latest", "name": "Local Ollama: bakllava:latest (downloadable)", "context_length": 32000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text", "image" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 52.2, "grade": "C", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", 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"technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 52.2, "grade": "C", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ 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"confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "dolphinllama3", "parameter_size": "latest", "quantization_level": "", "context_length": 8000, "size_bytes": 4700000000, "size_gb": 4.7, "disk_size_gb": 4.7, "runtime_memory_estimate_gb": 7.6, "memory_required_gb": 7.6, "recommended_system_ram_gb": 16, "recommended_ram_gb": 16, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; recommended system RAM = max(runtime/0.72, runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull dolphin-llama3:latest", "modified_at": "2 years ago", "performance_confidence": "metadata_only" } }, { "id": "local/dolphin-llama3:8b", "name": "Local Ollama: dolphin-llama3:8b (downloadable)", "context_length": 8000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 33.9, "grade": "D", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "dolphinllama3", "parameter_size": "8b", "quantization_level": "", "context_length": 8000, "size_bytes": 4700000000, "size_gb": 4.7, "disk_size_gb": 4.7, "runtime_memory_estimate_gb": 7.6, "memory_required_gb": 7.6, "recommended_system_ram_gb": 16, "recommended_ram_gb": 16, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; recommended system RAM = max(runtime/0.72, runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull dolphin-llama3:8b", "modified_at": "2 years ago", "performance_confidence": "metadata_only" } }, { "id": "local/dolphin-llama3:70b", "name": "Local Ollama: dolphin-llama3:70b (downloadable)", "context_length": 8000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 33.9, "grade": "D", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "dolphinllama3", "parameter_size": "70b", "quantization_level": "", "context_length": 8000, "size_bytes": 40000000000, "size_gb": 40.0, "disk_size_gb": 40.0, "runtime_memory_estimate_gb": 50.0, "memory_required_gb": 50.0, "recommended_system_ram_gb": 96, "recommended_ram_gb": 96, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; recommended system RAM = max(runtime/0.72, runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull dolphin-llama3:70b", "modified_at": "2 years ago", "performance_confidence": "metadata_only" } }, { "id": "local/dolphin-mistral:latest", "name": "Local Ollama: dolphin-mistral:latest (downloadable)", "context_length": 32000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 52.2, "grade": "C", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "dolphinmistral", "parameter_size": "latest", "quantization_level": "", "context_length": 32000, "size_bytes": 4099999999, "size_gb": 4.1, "disk_size_gb": 4.1, "runtime_memory_estimate_gb": 6.9, "memory_required_gb": 6.9, "recommended_system_ram_gb": 16, "recommended_ram_gb": 16, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; recommended system RAM = max(runtime/0.72, runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull dolphin-mistral:latest", "modified_at": "2 years ago", "performance_confidence": "metadata_only" } }, { "id": "local/dolphin-mistral:7b", "name": "Local Ollama: dolphin-mistral:7b (downloadable)", "context_length": 32000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 52.2, "grade": "C", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "dolphinmistral", "parameter_size": "7b", "quantization_level": "", "context_length": 32000, "size_bytes": 4099999999, "size_gb": 4.1, "disk_size_gb": 4.1, "runtime_memory_estimate_gb": 6.9, "memory_required_gb": 6.9, "recommended_system_ram_gb": 16, "recommended_ram_gb": 16, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; recommended system RAM = max(runtime/0.72, runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull dolphin-mistral:7b", "modified_at": "2 years ago", "performance_confidence": "metadata_only" } }, { "id": "local/dolphin-mixtral:latest", "name": "Local Ollama: dolphin-mixtral:latest (downloadable)", "context_length": 32000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 52.2, "grade": "C", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "dolphinmixtral", "parameter_size": "latest", "quantization_level": "", "context_length": 32000, "size_bytes": 26000000000, "size_gb": 26.0, "disk_size_gb": 26.0, "runtime_memory_estimate_gb": 33.2, "memory_required_gb": 33.2, "recommended_system_ram_gb": 48, "recommended_ram_gb": 48, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; recommended system RAM = max(runtime/0.72, runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull dolphin-mixtral:latest", "modified_at": "1 year ago", "performance_confidence": "metadata_only" } }, { "id": "local/dolphin-mixtral:8x7b", "name": "Local Ollama: dolphin-mixtral:8x7b (downloadable)", "context_length": 32000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 52.2, "grade": "C", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "dolphinmixtral", "parameter_size": "8x7b", "quantization_level": "", "context_length": 32000, "size_bytes": 26000000000, "size_gb": 26.0, "disk_size_gb": 26.0, "runtime_memory_estimate_gb": 33.2, "memory_required_gb": 33.2, "recommended_system_ram_gb": 48, "recommended_ram_gb": 48, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; recommended system RAM = max(runtime/0.72, runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull dolphin-mixtral:8x7b", "modified_at": "1 year ago", "performance_confidence": "metadata_only" } }, { "id": "local/dolphin-mixtral:8x22b", "name": "Local Ollama: dolphin-mixtral:8x22b (downloadable)", "context_length": 64000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 52.2, "grade": "C", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "dolphinmixtral", "parameter_size": "8x22b", "quantization_level": "", "context_length": 64000, "size_bytes": 80000000000, "size_gb": 80.0, "disk_size_gb": 80.0, "runtime_memory_estimate_gb": 98.0, "memory_required_gb": 98.0, "recommended_system_ram_gb": 192, "recommended_ram_gb": 192, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; recommended system RAM = max(runtime/0.72, runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull dolphin-mixtral:8x22b", "modified_at": "2 years ago", "performance_confidence": "metadata_only" } }, { "id": "local/dolphin-phi:latest", "name": "Local Ollama: dolphin-phi:latest (downloadable)", "context_length": 2000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 33.9, "grade": "D", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "dolphinphi", "parameter_size": "latest", "quantization_level": "", "context_length": 2000, "size_bytes": 1600000000, "size_gb": 1.6, "disk_size_gb": 1.6, "runtime_memory_estimate_gb": 3.9, "memory_required_gb": 3.9, "recommended_system_ram_gb": 16, "recommended_ram_gb": 16, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; recommended system RAM = max(runtime/0.72, runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull dolphin-phi:latest", "modified_at": "2 years ago", "performance_confidence": "metadata_only" } }, { "id": "local/dolphin-phi:2.7b", "name": "Local Ollama: dolphin-phi:2.7b (downloadable)", "context_length": 2000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 33.9, "grade": "D", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "dolphinphi", "parameter_size": "2.7b", "quantization_level": "", "context_length": 2000, "size_bytes": 1600000000, "size_gb": 1.6, "disk_size_gb": 1.6, "runtime_memory_estimate_gb": 3.9, "memory_required_gb": 3.9, "recommended_system_ram_gb": 16, "recommended_ram_gb": 16, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; recommended system RAM = max(runtime/0.72, runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull dolphin-phi:2.7b", "modified_at": "2 years ago", "performance_confidence": "metadata_only" } }, { "id": "local/dolphin3:latest", "name": "Local Ollama: dolphin3:latest (downloadable)", "context_length": 128000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 75.1, "grade": "B", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "dolphin3", "parameter_size": "latest", "quantization_level": "", "context_length": 128000, "size_bytes": 4900000000, "size_gb": 4.9, "disk_size_gb": 4.9, "runtime_memory_estimate_gb": 7.9, "memory_required_gb": 7.9, "recommended_system_ram_gb": 16, "recommended_ram_gb": 16, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; recommended system RAM = max(runtime/0.72, runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull dolphin3:latest", "modified_at": "1 year ago", "performance_confidence": "metadata_only" } }, { "id": "local/dolphin3:8b", "name": "Local Ollama: dolphin3:8b (downloadable)", "context_length": 128000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 75.1, "grade": "B", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "dolphin3", "parameter_size": "8b", "quantization_level": "", "context_length": 128000, "size_bytes": 4900000000, "size_gb": 4.9, "disk_size_gb": 4.9, "runtime_memory_estimate_gb": 7.9, "memory_required_gb": 7.9, "recommended_system_ram_gb": 16, "recommended_ram_gb": 16, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; recommended system RAM = max(runtime/0.72, runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull dolphin3:8b", "modified_at": "1 year ago", "performance_confidence": "metadata_only" } }, { "id": "local/dolphincoder:latest", "name": "Local Ollama: dolphincoder:latest (downloadable)", "context_length": 16000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 33.9, "grade": "D", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "local": { "score": 99.8, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null } }, "availability": { "reachable": false, "cheapest_path": "local:ollama:downloadable", "all_paths": { "local:ollama": "downloadable" }, "reachable_paths": [], "notes": [ "Available in the Ollama library; pull before use" ], "ollama_model": null, "can_download": true }, "local": { "family": "dolphincoder", "parameter_size": "latest", "quantization_level": "", "context_length": 16000, "size_bytes": 4200000000, "size_gb": 4.2, "disk_size_gb": 4.2, "runtime_memory_estimate_gb": 7.0, "memory_required_gb": 7.0, "recommended_system_ram_gb": 16, "recommended_ram_gb": 16, "memory_estimate_note": "runtime estimate = quantized disk size \u00d7 1.20 + 2GB; recommended system RAM = max(runtime/0.72, runtime+8GB), rounded up to common RAM tiers", "installed": false, "source": "ollama_library", "pull_command": "ollama pull dolphincoder:latest", "modified_at": "2 years ago", "performance_confidence": "metadata_only" } }, { "id": "local/dolphincoder:7b", "name": "Local Ollama: dolphincoder:7b (downloadable)", "context_length": 16000, "price": { "input_per_1m": 0.0, "output_per_1m": 0.0, "is_free": true, "price_known": true, "blended_per_1m": 0.0, "cheapest_blended_per_1m": 0.0, "cheapest_gateway": null }, "modalities": [ "text" ], "popularity": {}, "raw_signals": {}, "scores": { "coding": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "agentic": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "captions": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "creative": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 33.9, "grade": "D", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": 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true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 33.9, "grade": "D", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, 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true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 33.9, "grade": "D", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, 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true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 75.1, "grade": "B", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, 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true, "score": 0, "grade": "?", "value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 75.1, "grade": "B", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, 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"value_score": null }, "science": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 75.1, "grade": "B", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, 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"heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 75.1, "grade": "B", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, 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"score": 0, "grade": "?", "value_score": null }, "technology": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "finance": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "legal": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "translation": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "reasoning": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "math": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "vision": { "heuristic_only": true, "score": 0, "grade": "?", "value_score": null }, "longctx": { "score": 33.9, "grade": "D", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, "confidence": "heuristic_only", "contributing_sources": [ "metadata_heuristic" ], "value_score": null }, "speed": { "score": 99.5, "grade": "A", "n_measured_sources": 0, "source_agreement": 0.0, "heuristic_only": true, 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