LLM Models

Text-to-text and general language models, separated from media generation categories.

Model	Context	Input	Output	Providers	Agents	Coding	Reasoning	Knowledge	Math	Multilingual	Multimodal	Instruction following	Throughput	Latency	Release date
DeepSeek V3	Context—	Input$0.360/M	Output$0.890/M	Providers +150	34.6±11.8E	37.4±11.2E	44.4±8.7	41.1±16.0P	49.5±9.3E	—	—	39.7±11.9E	Throughput 49 t/s	Latency 3.39s	Release date—	34.6 37.4 44.4 41.1 49.5 — — 39.7
Qwen3	Context262.1K	Input$0.200/M	Output$0.800/M	Providers +126	—	45.7±13.9P	47.6±11.1E	36.9±16.3P	58.3±11.8E	36.7±16.4P	—	—	Throughput 100 t/s	Latency 12.55s	Release date2025-07-21	— 45.7 47.6 36.9 58.3 36.7 — —
Qwen3 VL	Context—	Input—	Output—	Providers +17	—	—	—	—	—	—	—	—	Throughput 206 t/s	Latency 6.63s	Release date—	— — — — — — — —
Devstral 2	Context—	Input—	Output—	Providers +4	—	46.2±13.9P	45.3±11.1E	—	43.2±16.1P	—	—	—	Throughput 71 t/s	Latency 1.34s	Release date—	— 46.2 45.3 — 43.2 — — —
Ministral 3	Context—	Input$0.200/M	Output$0.200/M	Providers +2	—	31.5±13.9P	36.6±11.1E	—	40.5±16.1P	—	—	—	Throughput 208 t/s	Latency 2.84s	Release date—	— 31.5 36.6 — 40.5 — — —
Mistral Large 3	Context—	Input$0.500/M	Output$1.50/M	Providers +7	39.3±11.8E	47.9±13.9P	44.5±8.7	41.6±16.0P	43.5±16.1P	—	—	42.2±16.0P	Throughput 29 t/s	Latency 3.00s	Release date—	39.3 47.9 44.5 41.6 43.5 — — 42.2
Qwen3 CoderQwen	Context262.1K	Input—	Output—	Providers +61	—	—	—	—	—	—	—	—	Throughput 243 t/s	Latency 5.28s	Release date2025-07-23	— — — — — — — —
Qwen3 Embedding	Context—	Input—	Output—	Providers +42	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date—	— — — — — — — —
Qwen3 Next	Context—	Input—	Output—	Providers +7	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date—	— — — — — — — —
DeepSeek Coder	Context—	Input—	Output—	Providers +8	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date—	— — — — — — — —
Qwen Image	Context—	Input—	Output—	Providers +34	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date—	— — — — — — — —
Phi 4Microsoft	Context16.4K	Input$0.125/M	Output$0.500/M	Providers +17	28.4±16.0P	39.2±13.9P	39.1±8.7	37.5±16.0P	46.9±11.8E	—	—	37.8±16.0P	Throughput 43 t/s	Latency 1.32s	Release date2025-01-10	28.4 39.2 39.1 37.5 46.9 — — 37.8
Intern-S1	Context—	Input—	Output—	Providers +4	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date—	— — — — — — — —
MiniMax M1MiniMax	Context1M	Input$0.550/M	Output$2.20/M	Providers +30	—	51.2±13.9P	49.4±11.1E	—	58.9±11.8E	—	—	—	Throughput —	Latency —	Release date2025-06-17	— 51.2 49.4 — 58.9 — — —
MAI-DS-R1	Context—	Input—	Output—	Providers +10	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date—	— — — — — — — —
DeepSeek VL2	Context—	Input—	Output—	Providers +8	—	—	—	—	—	—	—	—	Throughput 126 t/s	Latency 0.75s	Release date—	— — — — — — — —
GLM-4	Context—	Input—	Output—	Providers +56	—	—	—	—	—	—	—	—	Throughput 61 t/s	Latency 0.87s	Release date—	— — — — — — — —
GPT-OSS	Context131.1K	Input—	Output—	Providers +137	—	—	—	—	—	—	—	—	Throughput 383 t/s	Latency 2.36s	Release date2025-08-05	— — — — — — — —
GPT-4oOpenAI	Context128K	Input$2.50/M	Output$10.00/M	Providers +132	39±16.0P	46±13.9P	39.9±8.7	49±16.0P	42.2±9.3E	—	—	41.6±16.0P	Throughput 82 t/s	Latency 3.44s	Release date2024-11-20	39 46 39.9 49 42.2 — — 41.6
MiniMax M2.5MiniMax	Context204.8K	Input$0.300/M	Output$1.20/M	Providers +186	—	50.2±11.8E	54.6±13.9P	—	—	—	—	—	Throughput 61 t/s	Latency 9.68s	Release date2026-02-12	— 50.2 54.6 — — — — —
GPT-5.4 MiniOpenAI	Context400K	Input$0.750/M	Output$4.50/M	Providers +238	51±8.1	57.5±11.8E	55.6±10.8E	46.6±14.0P	49.7±16.1P	—	47.1±16.1P	53.6±16.0P	Throughput 134 t/s	Latency 3.54s	Release date2026-03-17	51 57.5 55.6 46.6 49.7 — 47.1 53.6
MiniMax Hailuo 2.3	Context—	Input—	Output—	Providers +16	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date—	— — — — — — — —
GLM-5Z.ai	Context204.8K	Input$1.00/M	Output$3.20/M	Providers +185	41.1±5.6	51.5±8.1	48.9±8.1	43.3±16.3P	51.1±9.1E	43.8±12.2E	—	52.4±11.9E	Throughput 51 t/s	Latency 21.59s	Release date2026-02-11	41.1 51.5 48.9 43.3 51.1 43.8 — 52.4
GPT-4o MiniOpenAI	Context128K	Input$0.150/M	Output$0.600/M	Providers +121	30.8±16.0P	37.4±13.9P	40.3±11.1E	53.4±16.0P	46.1±11.8E	—	—	40.5±16.0P	Throughput 84 t/s	Latency 4.10s	Release date2024-07-18	30.8 37.4 40.3 53.4 46.1 — — 40.5
Claude Sonnet 4.5Anthropic	Context1M	Input$3.00/M	Output$15.00/M	Providers +174	46.6±8.7	51.8±11.2E	45.6±8.9E	54.1±16.1P	42.5±12.3E	—	—	—	Throughput 41 t/s	Latency 4.57s	Release date2025-09-29	46.6 51.8 45.6 54.1 42.5 — — —
GPT-5.1OpenAI	Context400K	Input$1.25/M	Output$10.00/M	Providers +153	47.7±9.3E	49.1±11.2E	54±8.7	53±16.0P	54±16.1P	—	—	53.5±16.0P	Throughput 142 t/s	Latency 2.78s	Release date2025-11-13	47.7 49.1 54 53 54 — — 53.5
GLM-4.6VZ.ai	Context131.1K	Input$0.300/M	Output$0.900/M	Providers +60	—	40.1±13.9P	49.8±11.1E	—	52.2±16.1P	—	—	—	Throughput 40 t/s	Latency 27.37s	Release date2025-12-08	— 40.1 49.8 — 52.2 — — —
Gemini 2.5 ProGoogle	Context1.0M	Input$1.25/M	Output$10.00/M	Providers +171	43.6±9.3E	39.1±8.9	54.2±8.7	35±14.0P	56.1±9.3E	—	—	45.9±16.0P	Throughput 88 t/s	Latency 16.94s	Release date2025-06-17	43.6 39.1 54.2 35 56.1 — — 45.9
O1OpenAI	Context200K	Input$15.00/M	Output$60.00/M	Providers +75	45.6±16.0P	50.6±13.9P	50.7±8.7	62.5±17.4P	52.6±9.3E	—	—	51.5±11.9E	Throughput —	Latency —	Release date2024-12-17	45.6 50.6 50.7 62.5 52.6 — — 51.5
O1 MiniOpenAI	Context—	Input—	Output—	Providers +60	—	47.4±13.9P	44.7±11.1E	—	54.9±11.8E	—	—	—	Throughput 32 t/s	Latency 13.84s	Release date—	— 47.4 44.7 — 54.9 — — —
GPT-4.1OpenAI	Context1.0M	Input$2.00/M	Output$8.00/M	Providers +109	40±11.8E	38.3±11.2E	48.6±8.7	57±17.4P	49±9.3E	—	—	42.1±11.9E	Throughput 85 t/s	Latency 1.92s	Release date2025-04-14	40 38.3 48.6 57 49 — — 42.1
O3OpenAI	Context200K	Input$2.00/M	Output$8.00/M	Providers +85	49.3±16.0P	55.2±13.9P	54.3±8.7	47.7±16.0P	58.8±9.3E	—	—	53±16.0P	Throughput 134 t/s	Latency 2.82s	Release date2025-04-16	49.3 55.2 54.3 47.7 58.8 — — 53
Kimi K2MoonshotAI	Context131.1K	Input$0.570/M	Output$2.30/M	Providers +87	45.3±16.0P	48.3±13.9P	48.6±8.7	44.5±16.0P	53.7±9.3E	—	—	43.8±16.0P	Throughput 29 t/s	Latency 2.21s	Release date2025-09-04	45.3 48.3 48.6 44.5 53.7 — — 43.8
Claude Opus 4.6Anthropic	Context1M	Input$5.00/M	Output$25.00/M	Providers +228	54.9±5.7	58.9±8.0	53.4±8.7	53.7±13.7P	56.5±16.1P	54±17.3P	48.4±11.1E	44.7±16.0P	Throughput 45 t/s	Latency 5.30s	Release date2026-02-04	54.9 58.9 53.4 53.7 56.5 54 48.4 44.7
Gemini 3 ProGoogle	Context—	Input$2.00/M	Output$12.00/M	Providers +139	49±9.3E	55.5±11.2E	54.1±6.4	56.1±14.0P	55.7±16.1P	54±17.3P	49.9±6.5	52.6±16.0P	Throughput 73 t/s	Latency 10.59s	Release date—	49 55.5 54.1 56.1 55.7 54 49.9 52.6
Phi 4 Mini Instruct	Context131.1K	Input—	Output—	Providers +28	—	27.9±13.9P	34.3±11.1E	—	42±11.8E	—	—	—	Throughput —	Latency —	Release date2025-10-17	— 27.9 34.3 — 42 — — —
GPT-5 MiniOpenAI	Context400K	Input$0.250/M	Output$2.00/M	Providers +111	—	49.5±11.2E	53.5±11.1E	—	52.2±16.1P	—	—	—	Throughput 90 t/s	Latency 7.03s	Release date2025-08-07	— 49.5 53.5 — 52.2 — — —
GPT-5.1 Codex MaxOpenAI	Context400K	Input—	Output—	Providers +126	49.9±16.0P	50.8±11.8E	54.3±10.8E	50±16.0P	—	—	—	52.5±16.0P	Throughput 56 t/s	Latency 6.29s	Release date2025-12-04	49.9 50.8 54.3 50 — — — 52.5
Gemini 1.5 ProGoogle	Context—	Input—	Output—	Providers +21	—	40.2±13.9P	39.7±11.1E	54.2±16.0P	43.7±11.8E	—	—	—	Throughput 18 t/s	Latency 2.58s	Release date—	— 40.2 39.7 54.2 43.7 — — —
GPT-4.1 MiniOpenAI	Context1.0M	Input$0.400/M	Output$1.60/M	Providers +112	40.3±11.8E	39±11.2E	45.4±8.7	49.3±17.4P	49.9±9.3E	—	—	42.4±11.9E	Throughput 93 t/s	Latency 2.69s	Release date2025-04-14	40.3 39 45.4 49.3 49.9 — — 42.4
Grok Imagine VideoSpaceXAI	Context0	Input—	Output—	Providers +21	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-05-18	— — — — — — — —
Claude Opus 4Anthropic	Context200K	Input$15.00/M	Output$75.00/M	Providers +91	—	51±13.9P	51.7±11.1E	—	54.4±11.8E	—	—	—	Throughput 25 t/s	Latency 12.05s	Release date2025-05-22	— 51 51.7 — 54.4 — — —
Gemini 2.5 Flash ImageGoogle	Context32.8K	Input—	Output—	Providers +93	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2025-10-07	— — — — — — — —
GPT-5.4OpenAI	Context1.1M	Input$2.50/M	Output$15.00/M	Providers +292	57.2±5.1	62.4±10.3E	56.2±8.7	59.9±15.1P	57.6±16.1P	—	52.9±6.6	53.9±16.0P	Throughput 49 t/s	Latency 4.45s	Release date2026-03-05	57.2 62.4 56.2 59.9 57.6 — 52.9 53.9
GPT Audio MiniOpenAI	Context128K	Input—	Output—	Providers +16	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-01-19	— — — — — — — —
GLM-4.7Z.ai	Context204.8K	Input$0.600/M	Output$2.20/M	Providers +151	46.7±8.6	53±10.5E	54.4±8.7	34.7±14.0P	48.8±12.3E	—	—	51.8±16.0P	Throughput 94 t/s	Latency 18.83s	Release date2025-12-22	46.7 53 54.4 34.7 48.8 — — 51.8
Claude Opus 4.5Anthropic	Context200K	Input$5.00/M	Output$25.00/M	Providers +166	48.5±5.3	55.7±8.1	60.6±8.1	57.6±11.6E	49.9±9.1E	51.7±12.2E	32.4±6.5	45.7±11.9E	Throughput 54 t/s	Latency 3.12s	Release date2025-11-24	48.5 55.7 60.6 57.6 49.9 51.7 32.4 45.7
GLM-4.6Z.ai	Context204.8K	Input$0.550/M	Output$2.20/M	Providers +101	48.4±16.0P	41.9±11.2E	42.9±8.7	43.6±16.0P	44.8±16.1P	—	—	42.4±16.0P	Throughput 53 t/s	Latency 16.68s	Release date2025-09-30	48.4 41.9 42.9 43.6 44.8 — — 42.4
Gemini 2.5 Flash LiteGoogle	Context1.0M	Input$0.100/M	Output$0.400/M	Providers +128	—	36.5±13.9P	42.9±11.1E	—	53.3±11.8E	—	—	—	Throughput 277 t/s	Latency 1.41s	Release date2025-09-25	— 36.5 42.9 — 53.3 — — —
DeepSeek R1DeepSeek	Context64K	Input$1.35/M	Output$3.00/M	Providers +149	41.2±16.0P	49.7±13.9P	50.2±8.7	44.7±16.0P	57±11.8E	—	—	43.3±16.0P	Throughput 52 t/s	Latency 10.36s	Release date2025-05-28	41.2 49.7 50.2 44.7 57 — — 43.3
Devstral SmallMistral AI	Context—	Input—	Output—	Providers +7	—	38.8±13.9P	39.5±11.1E	—	43.4±11.8E	—	—	—	Throughput —	Latency —	Release date—	— 38.8 39.5 — 43.4 — — —
GPT-3.5 Turbo InstructOpenAI	Context4.1K	Input—	Output—	Providers +44	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2023-09-28	— — — — — — — —
GPT-3.5 TurboOpenAI	Context16.4K	Input$0.500/M	Output$1.50/M	Providers +98	—	48.8±18.4P	33.5±11.8E	—	37.8±16.0P	—	—	—	Throughput 115 t/s	Latency 2.21s	Release date2024-01-25	— 48.8 33.5 — 37.8 — — —
Gemini 3.1 Flash LiteGoogle	Context1.0M	Input—	Output—	Providers +128	44.5±16.1P	27.5±16.1P	—	—	—	—	42.6±16.1P	—	Throughput 191 t/s	Latency 6.58s	Release date2026-05-07	44.5 27.5 — — — — 42.6 —
O3 ProOpenAI	Context200K	Input$20.00/M	Output$80.00/M	Providers +61	—	—	54±16.0P	60.1±16.0P	—	—	—	—	Throughput —	Latency —	Release date2025-06-10	— — 54 60.1 — — — —
GPT-4 TurboOpenAI	Context128K	Input$10.00/M	Output$30.00/M	Providers +73	—	43.3±13.9P	43.2±11.8E	53.6±16.0P	45.8±11.8E	—	—	—	Throughput 50 t/s	Latency 0.97s	Release date2024-04-09	— 43.3 43.2 53.6 45.8 — — —
GPT-5.1 Codex MiniOpenAI	Context400K	Input$0.250/M	Output$2.00/M	Providers +125	—	56.6±13.9P	53.2±11.1E	—	53.4±16.1P	—	—	—	Throughput 136 t/s	Latency 4.28s	Release date2025-11-13	— 56.6 53.2 — 53.4 — — —
Claude Opus 4.1Anthropic	Context200K	Input$15.00/M	Output$75.00/M	Providers +100	46.5±16.2P	47.1±16.1P	—	59±16.0P	—	—	—	—	Throughput 22 t/s	Latency 3.56s	Release date2025-08-05	46.5 47.1 — 59 — — — —
Qwen3 Omni Flash	Context—	Input—	Output—	Providers +38	—	—	—	—	—	—	—	—	Throughput 62 t/s	Latency 5.13s	Release date—	— — — — — — — —
DeepSeek ReasonerDeepSeek	Context—	Input—	Output—	Providers +85	—	—	—	—	—	—	—	—	Throughput 28 t/s	Latency 6.40s	Release date—	— — — — — — — —