Text generation and understanding
39
Models
27
Benchmarks
10
Providers
21
Open Weight
38
Deployable Now
20 self-host
39
Structured benchmark-backed rows
0
Signal-backed rows without full normalized tables
0
Benchmark-expected rows still catching up
| # | Model | Economic Footprint | Quality | Params | OCRBench | MMMU | Arena-Hard-Auto | Aider Polyglot | $/M In | Speed | Open |
|---|---|---|---|---|---|---|---|---|---|---|---|
51 | GPT-4.5 OpenAI Structured |
| 76.6 |
| 60.4 |
| Undisclosed |
| 84.5 |
| 72.1 |
| 50.0 |
| 44.9 |
$75.00/M Cheapest verified |
| — |
2 | GPT-5.6 Sol OpenAI SubscriptionStructured | 74.6 | 74.4 | Undisclosed | — | 84.6 | — | — | $2.50/M Cheapest verified | — |
55 | GPT-5.6 Terra OpenAI SubscriptionStructured | 67.3 | 69.7 | Undisclosed | — | 84.6 | — | — | $2.00/M Cheapest verified | — |
18 | Llama 3.1 8B Instruct Meta Open WeightsStructured | 63.9 | 60.0 | 8B | — | — | — | — | Free Cheapest verified | — |
69 | GPT-4 Turbo OpenAI SubscriptionStructured | 62.8 | 37.8 | Undisclosed | — | — | — | — | $10.00/M Cheapest verified | — |
37 | GPT-5.6 Luna OpenAI SubscriptionStructured | 62.2 | 69.8 | Undisclosed | — | 84.6 | — | — | $0.2000/M Cheapest verified | — |
179 | Kimi K2 Moonshot AI SubscriptionStructured | 55.6 | 64.6 | Undisclosed | — | — | — | 59.1 | $0.7100/M Cheapest verified | — |
36 | o3 OpenAI API AccessStructured | 55.3 | 48.3 | Undisclosed | — | — | 50.0 | 81.3 | $2.00/M Cheapest verified | — |
34 | GPT-4.1 OpenAI SubscriptionStructured | 55.3 | 46.1 | Undisclosed | — | 74.8 | 50.0 | 52.4 | $2.00/M Cheapest verified | — |
42 | GPT-5 OpenAI SubscriptionStructured | 54.2 | 55.0 | Undisclosed | — | 84.6 | — | 88.0 | $1.25/M Cheapest verified | — |
11 | GPT-5.4 OpenAI SubscriptionStructured | 52.9 | 57.9 | Undisclosed | — | 82.1 | — | — | $1.25/M Cheapest verified | — |
13 | GPT-5.2 OpenAI SubscriptionStructured | 52.8 | 57.0 | Undisclosed | — | 85.9 | — | — | $1.25/M Cheapest verified | — |
15 | GPT-5.1 OpenAI SubscriptionStructured | 52.2 | 55.7 | Undisclosed | — | 85.4 | — | — | $1.25/M Cheapest verified | — |
195 | llama-3-70b-instruct Meta Open WeightsStructured | 49.1 | 57.8 | 70B | — | — | — | — | Free Free | — |
96 | Llama 3.3 70B Meta Open WeightsStructured | 49.0 | 64.0 | 70B | — | — | — | — | $0.5400/M Cheapest verified | — |
109 | Qwen2.5-72B Alibaba Open WeightsStructured | 48.9 | 63.2 | 72B | — | — | 10.1 | — | $0.6000/M Cheapest verified | — |
60 | DeepSeek-R1 DeepSeek Open WeightsStructured | 48.4 | 76.9 | 671B | — | — | 58.0 | 74.2 | $0.2800/M Cheapest verified | — |
65 | DeepSeek-V3 DeepSeek Open WeightsStructured | 48.3 | 75.5 | 685B | — | — | — | 74.2 | $0.2800/M Cheapest verified | 145 tok/s |
125 | Gemma 3 27B | 47.1 | 58.8 | 27B | — | — | 15.0 | 4.9 | Free Cheapest verified | — |
53 | Llama 4 Maverick Meta Open WeightsStructured | 47.0 | 69.4 | 400B | — | — | — | 15.6 | Free Cheapest verified | 88 tok/s |
164 | Nemotron 70B NVIDIA Open WeightsStructured | 46.9 | 63.5 | 70B | — | — | 10.3 | — | Free Cheapest verified | — |
24 | Qwen3 235B A22B Thinking 2507 Qwen Open WeightsStructured | 45.1 | 49.0 | 235B | — | — | 58.4 | 59.6 | $0.2300/M Cheapest verified | — |
167 | Grok-2 xAI SubscriptionStructured | 45.0 | 41.5 | Undisclosed | — | — | — | — | $2.00/M Cheapest verified | — |
80 | Qwen3-235B Alibaba Open WeightsStructured | 44.2 | 72.8 | 235B | — | — | 58.4 | 59.6 | $0.8000/M Cheapest verified | 72 tok/s |
156 | grok-4 xAI SubscriptionStructured | 44.2 | 65.6 | Undisclosed | — | — | — | 79.6 | $3.00/M Cheapest verified | — |
21 | GPT-5.6 Terra Pro OpenAI SubscriptionStructuredArchived | 41.4 | 43.1 | Undisclosed | — | 84.6 | — | — | $2.00/M Cheapest verified | — |
46 | Qwen3 Max Thinking Qwen Open WeightsStructured | 40.5 | 25.8 | Unknown | — | — | — | 8.0 | $0.7800/M Cheapest verified | — |
19 | MiniMax M2.5 MiniMax Open WeightsStructured | 39.9 | 46.6 | Unknown | — | — | — | — | $0.2200/M Cheapest verified | — |
45 | Qwen3.7 Max Qwen Open WeightsStructured | 39.1 | 29.4 | Unknown | — | — | — | — | $1.48/M Cheapest verified | — |
50 | MiniMax M2 MiniMax Open WeightsStructured | 39.1 | 28.8 | Unknown | — | — | — | — | $0.2550/M Cheapest verified | — |
11 | GPT-5.6 Sol Pro OpenAI SubscriptionStructuredArchived | 39.1 | 28.6 | Undisclosed | — | 84.6 | — | — | $2.50/M Cheapest verified | — |
104 | qwen3-235b-a22b-instruct-2507 Qwen Open WeightsStructured | 38.2 | 66.1 | 235B | — | — | 58.4 | — | Free Free | — |
16 | MiniMax M2.7 MiniMax SubscriptionStructured | 38.1 | 42.1 | Undisclosed | — | — | — | — | $0.3000/M Cheapest verified | — |
15 | GPT-5.6 Luna Pro OpenAI SubscriptionStructuredArchived | 36.3 | 43.0 | Undisclosed | — | 84.6 | — | — | $0.2000/M Cheapest verified | — |
90 | QwQ 32B Qwen Open WeightsStructured | 36.1 | 49.1 | 32B | — | — | 43.5 | 26.2 | $0.1500/M Cheapest verified | — |
196 | DeepSeek-V3.2 DeepSeek Open WeightsStructured | 34.9 | 69.1 | Unknown | — | — | — | 74.2 | $0.2800/M Cheapest verified | — |
176 | DeepSeek-V4-Pro DeepSeek Ready to UseStructured | 32.5 | 67.0 | Unknown | — | — | — | 74.2 | Free Free | — |
64 | DeepSeek V3.2 Speciale DeepSeek Open WeightsStructured | 32.2 | 50.6 | Unknown | — | — | — | 74.2 | $0.2800/M Cheapest verified | — |
299 | Qwen3-0.6B Qwen Open WeightsStructured | 31.6 | 46.0 | 600M | — | — | — | 8.0 | Free Free | — |