Text generation and understanding
34
Models
26
Benchmarks
9
Providers
21
Open Weight
34
Deployable Now
20 self-host
34
Structured benchmark-backed rows
0
Signal-backed rows without full normalized tables
0
Benchmark-expected rows still catching up
| # | Model | Economic Footprint | Quality | Params | TAU-Bench | SWE-Bench | GPQA | TerminalBench 2.0 | $/M In | Speed | Open |
|---|---|---|---|---|---|---|---|---|---|---|---|
2 | gpt-5.6-sol OpenAI Subscription |
| 74.6 |
| 74.6 |
| Undisclosed |
| 46.9 |
| 64.6 |
| 94.6 |
| 88.8 |
$2.50/M Cheapest verified |
| — |
53 | gpt-5.6-terra OpenAI SubscriptionStructured | 67.2 | 69.8 | Undisclosed | — | 64.6 | 94.6 | 87.4 | $2.00/M Cheapest verified | — |
16 | Llama 3.1 8B Instruct Meta Open WeightsStructured | 63.9 | 60.0 | 8B | — | 40.6 | 39.5 | — | Free Cheapest verified | — |
66 | GPT-4 Turbo OpenAI SubscriptionStructured | 62.8 | 37.8 | Undisclosed | — | 42.4 | — | — | $10.00/M Cheapest verified | — |
40 | gpt-5.6-luna OpenAI SubscriptionStructured | 62.2 | 69.9 | Undisclosed | — | 64.6 | 94.6 | 84.7 | $0.2000/M Cheapest verified | — |
181 | Kimi K2 Moonshot AI SubscriptionStructured | 55.6 | 64.7 | Undisclosed | — | 53.4 | 76.6 | 27.8 | $0.7100/M Cheapest verified | — |
35 | o3 OpenAI API AccessStructured | 55.3 | 48.3 | Undisclosed | 82.5 | 58.4 | 82.7 | 70.9 | $2.00/M Cheapest verified | — |
34 | GPT-4.1 OpenAI SubscriptionStructured | 55.3 | 45.5 | Undisclosed | 71.8 | 22.4 | 66.6 | 58.2 | $2.00/M Cheapest verified | — |
11 | GPT-5.4 OpenAI SubscriptionStructured | 52.9 | 56.0 | Undisclosed | 39.4 | 57.7 | 92.8 | 75.1 | $1.25/M Cheapest verified | — |
13 | GPT-5.2 OpenAI SubscriptionStructured | 52.8 | 57.0 | Undisclosed | 71.6 | 72.8 | 92.4 | 64.9 | $1.25/M Cheapest verified | — |
15 | GPT-5.1 OpenAI SubscriptionStructured | 52.2 | 55.8 | Undisclosed | 95.6 | 66.0 | 88.1 | 47.6 | $1.25/M Cheapest verified | — |
43 | GPT-5 OpenAI SubscriptionStructured | 51.5 | 54.3 | Undisclosed | 96.7 | 64.6 | 94.6 | 49.6 | $1.25/M Cheapest verified | — |
196 | llama-3-70b-instruct Meta Open WeightsStructured | 49.1 | 57.8 | 70B | — | — | 39.5 | — | Free Free | — |
95 | Llama 3.3 70B Meta Open WeightsStructured | 49.0 | 64.0 | 70B | — | — | 10.5 | — | $0.5400/M Cheapest verified | — |
108 | Qwen2.5-72B Alibaba Open WeightsStructured | 48.9 | 63.2 | 72B | — | 69.6 | 20.7 | — | $0.6000/M Cheapest verified | — |
58 | DeepSeek-R1 DeepSeek Open WeightsStructured | 48.3 | 76.9 | 671B | — | — | 71.5 | — | $0.2800/M Cheapest verified | — |
62 | DeepSeek-V3 DeepSeek Open WeightsStructured | 48.3 | 75.3 | 685B | — | 60.0 | 59.1 | — | $0.2800/M Cheapest verified | 145 tok/s |
51 | Llama 4 Maverick Meta Open WeightsStructured | 47.0 | 69.4 | 400B | 45.7 | 21.0 | 67.1 | 39.8 | Free Cheapest verified | 88 tok/s |
169 | Nemotron 70B NVIDIA Open WeightsStructured | 46.9 | 63.5 | 70B | — | — | — | — | Free Cheapest verified | — |
22 | Qwen3 235B A22B Thinking 2507 Qwen Open WeightsStructured | 45.1 | 49.0 | 235B | — | 42.4 | — | — | $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 | 48.1 | 69.6 | — | 45.3 | $0.8000/M Cheapest verified | 72 tok/s |
160 | grok-4 xAI SubscriptionStructured | 44.2 | 65.6 | Undisclosed | 18.0 | — | 87.7 | 27.2 | $3.00/M Cheapest verified | — |
49 | Qwen3 Max Qwen Open WeightsStructured | 42.9 | 26.6 | Unknown | — | 69.6 | 76.4 | — | $0.7800/M Cheapest verified | — |
44 | Qwen3 Max Thinking Qwen Open WeightsStructured | 40.5 | 25.8 | Unknown | — | 69.6 | 86.1 | — | $0.7800/M Cheapest verified | — |
18 | MiniMax M2.5 MiniMax Open WeightsStructured | 39.9 | 46.7 | Unknown | — | 75.8 | 84.8 | 42.2 | $0.2200/M Cheapest verified | — |
41 | Qwen3.7 Max Qwen Open WeightsStructured | 39.1 | 29.4 | Unknown | — | — | 92.3 | — | $1.48/M Cheapest verified | — |
48 | MiniMax M2 MiniMax Open WeightsStructured | 39.1 | 28.8 | Unknown | — | 61.0 | 77.7 | 30.0 | $0.2550/M Cheapest verified | — |
109 | qwen3-235b-a22b-instruct-2507 Qwen Open WeightsStructured | 38.2 | 66.1 | 235B | — | 42.4 | — | — | Free Free | — |
89 | QwQ 32B Qwen Open WeightsStructured | 36.1 | 49.1 | 32B | — | — | 59.3 | — | $0.1500/M Cheapest verified | — |
198 | DeepSeek-V3.2 DeepSeek Open WeightsStructured | 34.9 | 69.1 | Unknown | — | 60.0 | — | 39.6 | $0.2800/M Cheapest verified | — |
178 | DeepSeek-V4-Pro DeepSeek Ready to UseStructured | 32.5 | 67.1 | Unknown | — | 80.6 | 90.1 | 67.9 | Free Free | — |
61 | DeepSeek V3.2 Speciale DeepSeek Open WeightsStructured | 32.2 | 50.6 | Unknown | — | — | 87.1 | — | $0.2800/M Cheapest verified | — |
298 | Qwen3-0.6B Qwen Open WeightsStructured | 31.6 | 46.0 | 600M | — | 42.4 | — | — | Free Free | — |