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LoadingAI Value Index
Proprietary AI model rankings based on intelligence, speed, usage, and API prices.
AI Value Index ranks all AI models by combining AI benchmark quality, actual model usage, and price. Use the presets to rerank the same eligible route dataset for different jobs without changing the underlying benchmarks, usage, context, and price data.
460 OpenRouter model routes, 401 benchmark rows, 651 daily usage rows, 128 eligible candidates. Usage window: 2026-10-31 to 2026-11-06.
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0| N | Model | AI Value Index | AI Index | Usage Index |
|---|---|---|---|---|
| 1 | Z.ai: GLM 5.3 Flash (batch) | 69.1 | 46.7 | 99.4 |
| 2 | DeepSeek: DeepSeek V4 Flash 0423 | 65.2 | 42.6 | 97.5 |
| 3 | Z.ai: GLM 5.3 Flash | 64.8 | 46.7 | 99.4 |
| 4 | Z.ai: GLM 5.3 | 63.6 | 50.0 | 95.6 |
| 5 | OpenAI: GPT-5.6 Luna (batch) | 62.4 | 42.7 | 96.6 |
| 6 | Google: Gemini 3.7 Flash (batch) | 62.0 | 57.5 | 83.9 |
| 7 | Z.ai: GLM 5.3 (batch) | 59.8 | 50.0 | 95.6 |
| 8 | inclusionAI: Ling 3.0 Flash | 59.5 | 36.4 | 74.1 |
| 9 | OpenAI: GPT-5.6 Luna | 59.2 | 42.7 | 96.6 |
| 10 | DeepSeek: DeepSeek V4 Flash Vision Exp | 59.1 | 57.0 | 66.8 |
| 11 | Google: Gemini 3.7 Flash | 58.1 | 57.5 | 83.9 |
| 12 | Anthropic: Claude Sonnet 5 (batch) | 57.9 | 58.8 | 87.2 |
| 13 | Google: Gemini 3.8 Flash (batch) | 57.8 | 46.8 | 92.4 |
| 14 | OpenAI: GPT-5.6 Sol (batch) | 57.3 | 65.5 | 82.9 |
| 15 | Z.ai: GLM 5.2 | 56.4 | 53.2 | 90.3 |
| 16 | Google: Gemini 3.6 Flash (batch) | 56.2 | 50.9 | 72.9 |
| 17 | Upstage: Solar Pro 4 | 55.5 | 35.7 | 85.5 |
| 18 | Qwen: Qwen3.8 27B | 55.4 | 40.9 | 89.2 |
| 19 | Qwen: Qwen3.8 27B (batch) | 55.0 | 40.9 | 89.2 |
| 20 | OpenAI: GPT-5.6 Sol | 54.7 | 65.5 | 82.9 |
| N | Model | OpenRouter ID | Provider | AI Index | Usage Index | AI Value Index | Public Candidate | Public Exclusion Reason | Intelligence | Coding | Agentic | Context Score | Speed Score | Weekly Tokens | Usage Rank | Usage Share | Price Efficiency | Input Price Efficiency | Input $/M | Output $/M | Chat $/M | RAG $/M | Agent $/M | Context | Tools | Reasoning | Structured | Benchmark Source | Usage Source | Source Status | Openrouter Source Url |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | OpenAI: GPT-5.6 Sol (batch) | openai/gpt-5.6-sol:batch | openai | 65.5 | 82.9 | 57.3 | yes | 78.30 | 50.20 | 93.5 | 320,333,927,453 | 47.0 | 0.0016279168705927304 | 18.7 | 19.8 | 2.000 | 10.000 | 4.000 | 2.615 | 8.000 | 1,050,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | |||
| 2 | OpenAI: GPT-5.6 Sol | openai/gpt-5.6-sol | openai | 65.5 | 82.9 | 54.7 | yes | 78.30 | 50.20 | 93.5 | 320,333,927,453 | 47.0 | 0.0016279168705927304 | 8.3 | 9.1 | 4.000 | 20.000 | 8.000 | 5.231 | 16.000 | 1,050,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | |||
| 3 | Anthropic: Claude Fable 5 (batch) | anthropic/claude-fable-5:batch | anthropic | 62.6 | 55.5 | 47.1 | yes | 59.90 | 76.50 | 50.70 | 62.7 | 26,578,610,874 | 136.0 | 0.0001350708286903276 | 6.3 | 6.4 | 5.000 | 25.000 | 10.000 | 6.538 | 20.000 | 1,000,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||
| 4 | Anthropic: Claude Fable 5 | anthropic/claude-fable-5 | anthropic | 62.6 | 55.5 | 46.3 | yes | 59.90 | 76.50 | 50.70 | 62.7 | 26,578,610,874 | 136.0 | 0.0001350708286903276 | 3.3 | 3.2 | 10.000 | 50.000 | 20.000 | 13.077 | 40.000 | 1,000,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||
| 5 | Qwen: Qwen3.8 2.4T A95B | qwen/qwen3.8-2.4t-a95b | qwen | 62.0 | 61.6 | 52.9 | yes | 71.90 | 50.10 | 79.8 | 36,840,110,714 | 113.0 | 0.000187219125437857 | 26.0 | 19.8 | 2.000 | 6.000 | 3.000 | 2.308 | 5.000 | 1,048,576 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | |||
| 6 | OpenAI: GPT-6 Astra (batch) | openai/gpt-6-astra:batch | openai | 61.5 | 84.4 | 52.3 | yes | 56.90 | 77.10 | 51.00 | 93.5 | 361,643,707,941 | 44.0 | 0.001837850576683742 | 6.3 | 6.4 | 5.000 | 25.000 | 10.000 | 6.538 | 20.000 | 1,050,000 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 7 | OpenAI: GPT-6 Astra | openai/gpt-6-astra | openai | 61.5 | 84.4 | 51.5 | yes | 56.90 | 77.10 | 51.00 | 93.5 | 361,643,707,941 | 44.0 | 0.001837850576683742 | 3.3 | 3.2 | 10.000 | 50.000 | 20.000 | 13.077 | 40.000 | 1,050,000 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 8 | Anthropic: Claude Fable 5.1 (batch) | anthropic/claude-fable-5.1:batch | anthropic | 61.5 | 81.7 | 51.7 | yes | 50.00 | 81.60 | 57.90 | 62.7 | 278,810,587,713 | 51.0 | 0.0014168978698157445 | 6.3 | 6.4 | 5.000 | 25.000 | 10.000 | 6.538 | 20.000 | 1,000,000 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 9 | Anthropic: Claude Fable 5.1 | anthropic/claude-fable-5.1 | anthropic | 61.5 | 81.7 | 51.0 | yes | 50.00 | 81.60 | 57.90 | 62.7 | 278,810,587,713 | 51.0 | 0.0014168978698157445 | 3.3 | 3.2 | 10.000 | 50.000 | 20.000 | 13.077 | 40.000 | 1,000,000 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 10 | Meta: Muse Spark 1.2 | meta/muse-spark-1.2 | meta | 59.0 | 42.1 | 49.0 | yes | 72.20 | 43.20 | 79.8 | 6,620,028,078 | 203.0 | 3.364256629842922e-05 | 32.3 | 28.9 | 1.250 | 4.250 | 2.000 | 1.481 | 3.500 | 1,048,576 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | |||
| 11 | Anthropic: Claude Sonnet 5 (batch) | anthropic/claude-sonnet-5:batch | anthropic | 58.8 | 87.2 | 57.9 | yes | 71.50 | 43.60 | 62.7 | 518,244,192,720 | 36.0 | 0.002633684390297314 | 32.3 | 33.9 | 1.000 | 5.000 | 2.000 | 1.308 | 4.000 | 1,000,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | |||
| 12 | Anthropic: Claude Sonnet 5 | anthropic/claude-sonnet-5 | anthropic | 58.8 | 87.2 | 54.5 | yes | 71.50 | 43.60 | 62.7 | 518,244,192,720 | 36.0 | 0.002633684390297314 | 18.7 | 19.8 | 2.000 | 10.000 | 4.000 | 2.615 | 8.000 | 1,000,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | |||
| 13 | SpaceXAI: Grok 4.5 | x-ai/grok-4.5 | x-ai | 58.2 | 70.1 | 52.5 | yes | 72.40 | 41.20 | 53.6 | 78,217,319,733 | 84.0 | 0.00039749549908221527 | 26.0 | 19.8 | 2.000 | 6.000 | 3.000 | 2.308 | 5.000 | 500,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | |||
| 14 | Anthropic: Claude Opus 4.8 (batch) | anthropic/claude-opus-4.8:batch | anthropic | 57.8 | 77.4 | 50.3 | yes | 55.70 | 74.30 | 41.90 | 62.7 | 200,168,441,363 | 61.0 | 0.0010172434285871572 | 12.0 | 13.8 | 2.500 | 12.500 | 5.000 | 3.269 | 10.000 | 1,000,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||
| 15 | Anthropic: Claude Opus 4.8 | anthropic/claude-opus-4.8 | anthropic | 57.8 | 77.4 | 48.9 | yes | 55.70 | 74.30 | 41.90 | 62.7 | 200,168,441,363 | 61.0 | 0.0010172434285871572 | 6.3 | 6.4 | 5.000 | 25.000 | 10.000 | 6.538 | 20.000 | 1,000,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||
| 16 | Google: Gemini 3.7 Flash (batch) | google/gemini-3.7-flash:batch | 57.5 | 83.9 | 62.0 | yes | 76.10 | 35.20 | 79.8 | 359,681,722,866 | 45.0 | 0.0018278798919397347 | 54.5 | 54.5 | 0.375 | 1.875 | 0.750 | 0.490 | 1.500 | 1,048,576 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||||
| 17 | Google: Gemini 3.7 Flash | google/gemini-3.7-flash | 57.5 | 83.9 | 58.1 | yes | 76.10 | 35.20 | 79.8 | 359,681,722,866 | 45.0 | 0.0018278798919397347 | 38.9 | 41.1 | 0.750 | 3.750 | 1.500 | 0.981 | 3.000 | 1,048,576 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||||
| 18 | Anthropic: Claude Opus 5 (batch) | anthropic/claude-opus-5:batch | anthropic | 57.4 | 79.2 | 50.4 | yes | 44.20 | 78.00 | 56.50 | 62.7 | 243,774,721,717 | 57.0 | 0.0012388478025493511 | 12.0 | 13.8 | 2.500 | 12.500 | 5.000 | 3.269 | 10.000 | 1,000,000 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 19 | Anthropic: Claude Opus 5 | anthropic/claude-opus-5 | anthropic | 57.4 | 79.2 | 49.0 | yes | 44.20 | 78.00 | 56.50 | 62.7 | 243,774,721,717 | 57.0 | 0.0012388478025493511 | 6.3 | 6.4 | 5.000 | 25.000 | 10.000 | 6.538 | 20.000 | 1,000,000 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 20 | DeepSeek: DeepSeek V4 Flash Vision Exp | deepseek/deepseek-v4-flash-vision-exp | deepseek | 57.0 | 66.8 | 59.1 | yes | 65.00 | 47.50 | 79.8 | 56,906,323,302 | 95.0 | 0.0002891943556628798 | 57.3 | 51.8 | 0.440 | 1.320 | 0.660 | 0.508 | 1.100 | 1,048,576 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | |||
| 21 | Anthropic: Claude Opus 4.7 (batch) | anthropic/claude-opus-4.7:batch | anthropic | 55.8 | 52.7 | 44.3 | yes | 53.50 | 73.60 | 38.60 | 62.7 | 19,657,641,714 | 149.0 | 9.989889874210481e-05 | 12.0 | 13.8 | 2.500 | 12.500 | 5.000 | 3.269 | 10.000 | 1,000,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||
| 22 | Anthropic: Claude Opus 4.7 | anthropic/claude-opus-4.7 | anthropic | 55.8 | 52.7 | 42.8 | yes | 53.50 | 73.60 | 38.60 | 62.7 | 19,657,641,714 | 149.0 | 9.989889874210481e-05 | 6.3 | 6.4 | 5.000 | 25.000 | 10.000 | 6.538 | 20.000 | 1,000,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||
| 23 | OpenAI: GPT-5.5 (batch) | openai/gpt-5.5:batch | openai | 55.5 | 59.5 | 45.1 | yes | 53.10 | 74.90 | 36.40 | 93.5 | 32,498,190,344 | 120.0 | 0.00016515375922050466 | 10.9 | 13.8 | 2.500 | 15.000 | 5.625 | 3.462 | 11.875 | 1,050,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||
| 24 | OpenAI: GPT-5.5 | openai/gpt-5.5 | openai | 55.5 | 59.5 | 43.6 | yes | 53.10 | 74.90 | 36.40 | 93.5 | 32,498,190,344 | 120.0 | 0.00016515375922050466 | 4.7 | 6.4 | 5.000 | 30.000 | 11.250 | 6.923 | 23.750 | 1,050,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||
| 25 | Meta: Muse Spark 1.3 | meta/muse-spark-1.3 | meta | 53.3 | 74.3 | 52.3 | yes | 36.60 | 76.50 | 55.50 | 79.8 | 119,342,344,553 | 71.0 | 0.0006064902884894207 | 32.3 | 28.9 | 1.250 | 4.250 | 2.000 | 1.481 | 3.500 | 1,048,576 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 26 | Z.ai: GLM 5.2 | z-ai/glm-5.2 | z-ai | 53.2 | 90.3 | 56.4 | yes | 51.10 | 68.80 | 38.40 | 79.8 | 881,443,158,417 | 29.0 | 0.004479438689072698 | 36.2 | 99.9 | 0.006 | 6.800 | 1.704 | 0.529 | 5.101 | 1,048,576 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||
| 27 | Qwen: Qwen3.8 Max (0902) | qwen/qwen3.8-max-0902 | qwen | 52.0 | 43.9 | yes | 33.70 | 76.20 | 56.00 | 62.7 | 26.0 | 19.8 | 2.000 | 6.000 | 3.000 | 2.308 | 5.000 | 1,000,000 | yes | yes | yes | fresh_openrouter_rankings | missing_usage | fresh_openrouter_rankings+openrouter_price+usage_missing | source | ||||||
| 28 | Google: Gemini 3.6 Flash (batch) | google/gemini-3.6-flash:batch | 50.9 | 72.9 | 56.2 | yes | 69.20 | 29.00 | 79.8 | 105,091,923,021 | 77.0 | 0.0005340705426028273 | 54.5 | 54.5 | 0.375 | 1.875 | 0.750 | 0.490 | 1.500 | 1,048,576 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||||
| 29 | Google: Gemini 3.6 Flash | google/gemini-3.6-flash | 50.9 | 72.9 | 52.3 | yes | 69.20 | 29.00 | 79.8 | 105,091,923,021 | 77.0 | 0.0005340705426028273 | 38.9 | 41.1 | 0.750 | 3.750 | 1.500 | 0.981 | 3.000 | 1,048,576 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||||
| 30 | Meta: Muse Spark 1.1 | meta/muse-spark-1.1 | meta | 50.6 | 32.4 | 42.4 | yes | 71.30 | 25.80 | 79.8 | 2,456,115,240 | 247.0 | 1.2481823162183027e-05 | 32.3 | 28.9 | 1.250 | 4.250 | 2.000 | 1.481 | 3.500 | 1,048,576 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | |||
| 31 | SpaceXAI: Grok 4.6 (batch) | x-ai/grok-4.6:batch | x-ai | 50.2 | 66.2 | 48.0 | yes | 31.00 | 76.80 | 53.00 | 53.6 | 53,387,595,294 | 97.0 | 0.000271312401251133 | 28.6 | 24.9 | 1.600 | 4.800 | 2.400 | 1.846 | 4.000 | 500,000 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 32 | SpaceXAI: Grok 4.6 | x-ai/grok-4.6 | x-ai | 50.2 | 66.2 | 47.4 | yes | 31.00 | 76.80 | 53.00 | 53.6 | 53,387,595,294 | 97.0 | 0.000271312401251133 | 26.0 | 19.8 | 2.000 | 6.000 | 3.000 | 2.308 | 5.000 | 500,000 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 33 | Google: Gemini 3.5 Flash (batch) | google/gemini-3.5-flash:batch | 50.1 | 65.5 | 49.8 | yes | 70.10 | 26.00 | 79.8 | 47,892,523,085 | 100.0 | 0.0002433867899202231 | 36.7 | 41.1 | 0.750 | 4.500 | 1.688 | 1.038 | 3.562 | 1,048,576 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||||
| 34 | Google: Gemini 3.5 Flash | google/gemini-3.5-flash | 50.1 | 65.5 | 46.5 | yes | 70.10 | 26.00 | 79.8 | 47,892,523,085 | 100.0 | 0.0002433867899202231 | 23.6 | 25.9 | 1.500 | 9.000 | 3.375 | 2.077 | 7.125 | 1,048,576 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||||
| 35 | Z.ai: GLM 5.3 | z-ai/glm-5.3 | z-ai | 50.0 | 95.6 | 63.6 | yes | 31.70 | 74.80 | 53.10 | 79.8 | 3,627,648,870,505 | 12.0 | 0.018435483383970375 | 68.0 | 88.6 | 0.070 | 1.400 | 0.402 | 0.172 | 1.067 | 1,048,576 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 36 | Z.ai: GLM 5.3 (batch) | z-ai/glm-5.3:batch | z-ai | 50.0 | 95.6 | 59.8 | yes | 31.70 | 74.80 | 53.10 | 79.8 | 3,627,648,870,505 | 12.0 | 0.018435483383970375 | 52.8 | 51.3 | 0.450 | 2.000 | 0.837 | 0.569 | 1.613 | 1,048,576 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 37 | Anthropic: Claude Sonnet 4.6 (batch) | anthropic/claude-sonnet-4.6:batch | anthropic | 48.8 | 77.9 | 48.9 | yes | 63.00 | 31.80 | 62.7 | 226,705,835,709 | 59.0 | 0.0011521047974746724 | 26.0 | 25.9 | 1.500 | 7.500 | 3.000 | 1.962 | 6.000 | 1,000,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | |||
| 38 | Anthropic: Claude Sonnet 4.6 | anthropic/claude-sonnet-4.6 | anthropic | 48.8 | 77.9 | 44.9 | yes | 63.00 | 31.80 | 62.7 | 226,705,835,709 | 59.0 | 0.0011521047974746724 | 10.0 | 10.7 | 3.000 | 15.000 | 6.000 | 3.923 | 12.000 | 1,000,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | |||
| 39 | OpenAI: GPT-5.6 Terra (batch) | openai/gpt-5.6-terra:batch | openai | 48.3 | 76.9 | 49.3 | yes | 32.30 | 76.70 | 43.20 | 93.5 | 186,926,363,426 | 62.0 | 0.000949948021426425 | 29.4 | 33.9 | 1.000 | 6.000 | 2.250 | 1.385 | 4.750 | 1,050,000 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 40 | OpenAI: GPT-5.6 Terra | openai/gpt-5.6-terra | openai | 48.3 | 76.9 | 45.6 | yes | 32.30 | 76.70 | 43.20 | 93.5 | 186,926,363,426 | 62.0 | 0.000949948021426425 | 14.6 | 19.8 | 2.000 | 12.000 | 4.500 | 2.769 | 9.500 | 1,050,000 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 41 | Google: Gemini 3.8 Flash (batch) | google/gemini-3.8-flash:batch | 46.8 | 92.4 | 57.8 | yes | 30.80 | 76.30 | 40.20 | 79.8 | 1,563,262,983,906 | 23.0 | 0.007944404156338064 | 54.5 | 54.5 | 0.375 | 1.875 | 0.750 | 0.490 | 1.500 | 1,048,576 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | |||
| 42 | Google: Gemini 3.8 Flash | google/gemini-3.8-flash | 46.8 | 92.4 | 53.5 | yes | 30.80 | 76.30 | 40.20 | 79.8 | 1,563,262,983,906 | 23.0 | 0.007944404156338064 | 37.2 | 38.5 | 0.825 | 4.125 | 1.650 | 1.079 | 3.300 | 1,048,576 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | |||
| 43 | Z.ai: GLM 5.3 Flash (batch) | z-ai/glm-5.3-flash:batch | z-ai | 46.7 | 99.4 | 69.1 | yes | 27.80 | 71.50 | 50.90 | 79.8 | 14,069,479,115,947 | 2.0 | 0.07150020790933151 | 94.0 | 93.0 | 0.050 | 0.180 | 0.082 | 0.060 | 0.148 | 1,048,576 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 44 | Z.ai: GLM 5.3 Flash | z-ai/glm-5.3-flash | z-ai | 46.7 | 99.4 | 64.8 | yes | 27.80 | 71.50 | 50.90 | 79.8 | 14,069,479,115,947 | 2.0 | 0.07150020790933151 | 76.9 | 73.5 | 0.150 | 0.500 | 0.237 | 0.177 | 0.412 | 1,048,576 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 45 | Qwen: Qwen3.7 Max | qwen/qwen3.7-max | qwen | 46.1 | 44.1 | 41.7 | yes | 46.00 | 66.00 | 22.50 | 62.7 | 9,576,201,474 | 191.0 | 4.86656535561843e-05 | 29.8 | 26.8 | 1.475 | 4.425 | 2.213 | 1.702 | 3.687 | 1,000,000 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | ||
| 46 | inclusionAI: Ling 3.0 Flash VL | inclusionai/ling-3.0-flash-vl | inclusionai | 44.1 | 29.9 | 53.4 | yes | 57.00 | 28.70 | 19.2 | 1,766,963,056 | 263.0 | 8.979595110163685e-06 | 92.7 | 90.0 | 0.060 | 0.180 | 0.090 | 0.069 | 0.150 | 131,072 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | |||
| 47 | MoonshotAI: Kimi K3 | moonshotai/kimi-k3 | moonshotai | 43.2 | 92.9 | 46.6 | yes | 17.40 | 76.20 | 50.00 | 79.8 | 2,068,154,960,128 | 21.0 | 0.010510233422235263 | 17.0 | 70.0 | 0.192 | 16.000 | 4.144 | 1.408 | 12.048 | 1,048,576 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 48 | MoonshotAI: Kimi K3 (batch) | moonshotai/kimi-k3:batch | moonshotai | 43.2 | 92.9 | 45.8 | yes | 17.40 | 76.20 | 50.00 | 79.8 | 2,068,154,960,128 | 21.0 | 0.010510233422235263 | 13.8 | 15.8 | 2.280 | 11.400 | 4.560 | 2.982 | 9.120 | 1,048,576 | yes | yes | yes | fresh_openrouter_rankings | fresh_openrouter_usage | fresh_openrouter_rankings+openrouter_price+usage_fresh | source | ||
| 49 | Tencent: Hy3 preview | tencent/hy3-preview | tencent | 43.0 | 34.4 | 49.0 | yes | 58.80 | 24.10 | 39.3 | 2,995,153,547 | 238.0 | 1.5221181933319728e-05 | 73.9 | 70.5 | 0.180 | 0.600 | 0.285 | 0.212 | 0.495 | 262,144 | yes | yes | no | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source | |||
| 50 | MoonshotAI: Kimi K2.6 | moonshotai/kimi-k2.6 | moonshotai | 43.0 | 74.8 | 48.8 | yes | 61.80 | 20.50 | 39.3 | 132,165,367,747 | 69.0 | 0.0006716560858044032 | 40.6 | 43.2 | 0.650 | 3.410 | 1.340 | 0.862 | 2.720 | 262,144 | yes | yes | yes | mixed_openrouter_benchmark | fresh_openrouter_usage | mixed_openrouter_benchmark+openrouter_price+usage_fresh | source |
NEW MODEL COVERAGE
Tracked before value ranking
Newly released models enter coverage as soon as their launch and benchmark data are verified. A numeric CVL value rank waits for comparable route, price, usage, and benchmark inputs.
Thinking Machines Lab · Released 15 July 2026
Inkling
AA Intelligence Index41
Parameters975B total / 41B active
ContextUp to 1M tokens
ModalitiesText, image, and audio input; text output
LicenseApache 2.0 open weights
Inkling is now tracked by the AI Value Index. It is not assigned a CVL value rank until a concrete OpenRouter route supplies comparable price, usage, and component-benchmark data.