Text generation and understanding
18
Models
21
Benchmarks
10
Providers
16
Open Weight
18
Deployable Now
16 self-host
18
Structured benchmark-backed rows
0
Signal-backed rows without full normalized tables
0
Benchmark-expected rows still catching up
| # | Model | Economic Footprint | Quality | Params | MMLU | BigCodeBench | Aider Polyglot | HumanEval | $/M In | Speed | Open |
|---|---|---|---|---|---|---|---|---|---|---|---|
189 | Command R+ Cohere Open Weights |
| 53.6 |
| 60.0 |
| 104B |
| 75.7 |
| 41.9 |
| — |
| — |
$2.50/M Cheapest verified |
| — |
114 | o3 OpenAI API AccessStructured | 52.8 | 46.3 | Undisclosed | 85.3 | — | 84.9 | 80.8 | $20.00/M Cheapest verified | — |
118 | llama-3.1-405b-instruct Meta Open WeightsStructured | 50.7 | 58.7 | 405B | 87.3 | — | — | 89.0 | Free Cheapest verified | — |
128 | llama-3-70b-instruct Meta Open WeightsStructured | 48.4 | 54.1 | 70B | 82.0 | 54.5 | — | 81.7 | Free Free | — |
177 | Llama 3.3 70B Meta Open WeightsStructured | 48.3 | 65.5 | 70B | 86.0 | — | — | — | $0.5400/M Cheapest verified | — |
116 | Qwen2.5-72B Alibaba Open WeightsStructured | 48.1 | 63.4 | 72B | 86.1 | — | — | — | $0.6000/M Cheapest verified | — |
51 | DeepSeek-V3 DeepSeek Open WeightsStructured | 48.0 | 76.9 | 685B | 87.1 | 62.2 | 74.2 | — | $0.2800/M Cheapest verified | 145 tok/s |
121 | DeepSeek-R1 DeepSeek Self-HostStructured | 47.6 | 78.3 | 671B | 90.8 | — | 74.2 | — | $0.2800/M Cheapest verified | — |
81 | Gemma 3 27B | 47.2 | 63.1 | 27B | — | — | 4.9 | — | Free Cheapest verified | — |
50 | Llama 4 Maverick Meta Open WeightsStructured | 46.2 | 69.8 | 400B | 80.9 | 61.4 | 15.6 | 39.7 | Free Cheapest verified | 88 tok/s |
154 | Nemotron 70B NVIDIA Open WeightsStructured | 46.1 | 63.7 | 70B | — | — | — | — | Free Cheapest verified | — |
48 | Qwen3-235B Alibaba Open WeightsStructured | 44.3 | 77.0 | 235B | — | — | 59.6 | — | $0.8000/M Cheapest verified | 72 tok/s |
142 | grok-4 xAI SubscriptionStructured | 43.4 | 66.3 | Undisclosed | 86.6 | — | 79.6 | 81.9 | $3.00/M Cheapest verified | — |
12 | DeepSeek V3.2 Speciale DeepSeek Open WeightsStructured | 42.7 | 51.1 | Unknown | 86.3 | — | 74.2 | 89.6 | $0.2800/M Cheapest verified | — |
238 | mixtral-8x7b-instruct-v0.1 Mistral AI Open WeightsStructured | 35.8 | 37.7 | 56B | — | — | — | — | Free Free | — |
90 | QwQ 32B Qwen Open WeightsStructured | 35.4 | 49.3 | 32B | 76.4 | — | 26.2 | 63.1 | $0.1500/M Cheapest verified | — |
176 | DeepSeek-V3.2 DeepSeek Open WeightsStructured | 34.9 | 69.5 | Unknown | — | — | 74.2 | — | $0.2800/M Cheapest verified | — |
246 | mistral-7b-instruct-v0.2 Mistral AI Open WeightsStructured | 32.5 | 32.0 | 7B | — | — | — | — | Free Free | — |