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
Ling 3.0 Flash VLinclusionAI	Context131.1K	Input—	Output—	Providers	—	51.9±16.0P	55.1±13.9P	—	—	—	—	—	Throughput —	Latency —	Release date2026-09-10	— 51.9 55.1 — — — — —
DeepSeek V4.1 FlashDeepSeek	Context1.0M	Input$0.300/M	Output$1.20/M	Providers +42	50.6±18.4P	57.6±16.0P	56.9±16.0P	—	—	—	—	—	Throughput —	Latency —	Release date2026-09-10	50.6 57.6 56.9 — — — — —
Nex-N2.5-ProNex AGI	Context262.1K	Input—	Output—	Providers +2	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-09-08	— — — — — — — —
Nex-N2.5-MiniNex AGI	Context262.1K	Input—	Output—	Providers +2	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-09-08	— — — — — — — —
Qwen3.8 Max (0902)Qwen	Context1M	Input—	Output—	Providers +1	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-09-03	— — — — — — — —
GPT-6 AstraOpenAI	Context1.1M	Input$10.00/M	Output$50.00/M	Providers +88	63±8.4	59.5±11.9E	62.1±8.7	58±16.6P	72.3±16.1P	—	66.4±16.4P	—	Throughput —	Latency —	Release date2026-09-04	63 59.5 62.1 58 72.3 — 66.4 —
Ling 3.0 Flash SanteinclusionAI	Context262.1K	Input—	Output—	Providers	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-09-04	— — — — — — — —
Muse Spark 1.3 ContributorMeta	Context1.0M	Input—	Output—	Providers +2	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-09-02	— — — — — — — —
Muse Spark 1.3Meta	Context1.0M	Input$1.25/M	Output$4.25/M	Providers +2	63.4±8.4	58.3±11.9E	60.9±10.8E	56.9±14.0P	—	—	—	—	Throughput —	Latency —	Release date2026-09-02	63.4 58.3 60.9 56.9 — — — —
Gemini 3.8 FlashGoogle	Context1.0M	Input$0.750/M	Output$3.75/M	Providers +60	59.9±11.3E	58.8±11.9E	59.7±10.8E	61.3±14.0P	—	—	54±16.4P	—	Throughput —	Latency —	Release date2026-09-02	59.9 58.8 59.7 61.3 — — 54 —
Claude Fable 5.1Anthropic	Context1M	Input$10.00/M	Output$50.00/M	Providers +66	61.7±8.6	68.5±6.9	61.2±8.7	68±14.0P	—	—	—	—	Throughput —	Latency —	Release date2026-09-01	61.7 68.5 61.2 68 — — — —
Granite 4.2 8BIBM	Context131.1K	Input$0.060/M	Output$0.250/M	Providers—	—	42±16.0P	45.9±13.9P	—	—	—	—	—	Throughput —	Latency —	Release date2026-08-31	— 42 45.9 — — — — —
Ling 3.0 Flash FininclusionAI	Context262.1K	Input—	Output—	Providers +6	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-08-27	— — — — — — — —
Qwen3.8 FlashQwen	Context1M	Input—	Output—	Providers +26	—	—	—	—	—	—	—	—	Throughput 126 t/s	Latency 2.96s	Release date2026-08-26	— — — — — — — —
GLM 5.3 FlashZ.ai	Context1.3M	Input$0.150/M	Output$0.500/M	Providers +79	60.6±11.9E	56.6±9.3E	57.6±11.1E	54.2±14.0P	—	—	57.9±16.1P	—	Throughput 336 t/s	Latency 31.71s	Release date2026-08-26	60.6 56.6 57.6 54.2 — — 57.9 —
Muse Spark 1.2 ContributorMeta	Context1.0M	Input—	Output—	Providers +2	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-08-21	— — — — — — — —
DeepSeek V4 Flash Vision ExpDeepSeek	Context1.0M	Input—	Output—	Providers +24	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-08-21	— — — — — — — —
Ox AlphaStealth	Context1.0M	Input—	Output—	Providers +1	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-08-20	— — — — — — — —
GLM 5.3Z.ai	Context1.3M	Input$1.40/M	Output$4.40/M	Providers +80	50.8±18.4P	62.9±16.0P	60.8±13.9P	—	—	—	—	—	Throughput 379 t/s	Latency 30.00s	Release date2026-08-18	50.8 62.9 60.8 — — — — —
Qwen3.8 27BQwen	Context1M	Input$0.500/M	Output$3.00/M	Providers +16	58.7±8.4	51.6±8.6	54.7±10.8E	43.9±14.0P	—	—	57.6±11.3E	56.3±16.0P	Throughput —	Latency —	Release date2026-08-14	58.7 51.6 54.7 43.9 — — 57.6 56.3
Gemini 3.7 FlashGoogle	Context1.0M	Input$0.750/M	Output$3.75/M	Providers +70	54.6±8.6	57.9±11.9E	58.5±10.8E	60.8±14.0P	—	—	56.9±16.1P	—	Throughput —	Latency —	Release date2026-08-13	54.6 57.9 58.5 60.8 — — 56.9 —
Qwen3.8 2.4T A95BQwen	Context1.0M	Input$2.00/M	Output$6.00/M	Providers	—	59.2±16.0P	62.1±13.9P	—	—	—	—	—	Throughput —	Latency —	Release date2026-08-12	— 59.2 62.1 — — — — —
Seed 2.1 TurboByteDance Seed	Context262.1K	Input—	Output—	Providers +1	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-08-10	— — — — — — — —
Grok 4.6SpaceXAI	Context500K	Input$2.00/M	Output$6.00/M	Providers +92	60.8±8.4	58.5±11.9E	59.5±10.8E	60.2±14.0P	—	—	—	—	Throughput 150 t/s	Latency 22.76s	Release date2026-08-12	60.8 58.5 59.5 60.2 — — — —
DeepSeek V4 Pro 0813DeepSeek	Context1.0M	Input—	Output—	Providers +29	57.7±7.3	54.9±6.1	60.8±8.3	58.4±18.0P	58.9±12.2E	—	—	55±16.0P	Throughput —	Latency —	Release date2026-08-12	57.7 54.9 60.8 58.4 58.9 — — 55
LFM2.5-2.6BLiquidAI	Context65.5K	Input—	Output—	Providers +4	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-08-11	— — — — — — — —
Nemotron 3.5 LightningNVIDIA	Context262.1K	Input$0.060/M	Output$0.200/M	Providers +16	—	42.5±16.0P	48.7±13.9P	—	—	—	—	—	Throughput 391 t/s	Latency 34.71s	Release date2026-08-11	— 42.5 48.7 — — — — —
Solar Pro 4Upstage	Context524.3K	Input$0.300/M	Output$1.20/M	Providers +1	—	52.2±16.0P	57.6±13.9P	—	—	—	—	—	Throughput —	Latency —	Release date2026-08-10	— 52.2 57.6 — — — — —
Muse Glimmer 30BMeta	Context131.1K	Input—	Output—	Providers +5	46.2±9.9E	43.6±6.9	55.9±10.8E	41.7±14.0P	46.1±16.3P	—	45.9±9.4E	55.2±16.0P	Throughput —	Latency —	Release date2026-08-09	46.2 43.6 55.9 41.7 46.1 — 45.9 55.2
Ling 3.0 TinyinclusionAI	Context262.1K	Input—	Output—	Providers +1	—	35.3±16.0P	48±13.9P	—	—	—	—	—	Throughput —	Latency —	Release date2026-08-06	— 35.3 48 — — — — —
Muse Spark 1.2Meta	Context1.0M	Input$1.25/M	Output$4.25/M	Providers +2	56.3±8.9	55.7±11.9E	58.5±10.8E	58.8±14.0P	—	—	—	—	Throughput 69 t/s	Latency 22.53s	Release date2026-08-05	56.3 55.7 58.5 58.8 — — — —
Qwen3.8 MaxQwen	Context1M	Input$2.00/M	Output$6.00/M	Providers +65	61.5±10.9E	61.7±11.2E	63.5±10.1E	52.2±14.0P	—	—	64.3±6.3	57.9±16.0P	Throughput 292 t/s	Latency 4.31s	Release date2026-08-03	61.5 61.7 63.5 52.2 — — 64.3 57.9
Inkling SmallThinking Machines	Context1.0M	Input$0.300/M	Output$1.20/M	Providers +7	54.6±10.8E	51.9±6.9	50.9±8.7	49.7±14.0P	52.5±14.4P	—	45.8±11.9E	57.6±16.0P	Throughput —	Latency —	Release date2026-07-30	54.6 51.9 50.9 49.7 52.5 — 45.8 57.6
DeepSeek V4 Flash 0731DeepSeek	Context1.3M	Input—	Output—	Providers +34	51.3±8.3	50.6±6.3	58.7±8.3	47.5±18.0P	57.9±12.2E	—	—	—	Throughput 74 t/s	Latency 2.70s	Release date2026-07-31	51.3 50.6 58.7 47.5 57.9 — — —
Qwen3.7 FlashQwen	Context1M	Input—	Output—	Providers +18	—	—	—	—	—	—	—	—	Throughput 388 t/s	Latency 11.58s	Release date2026-07-27	— — — — — — — —
Claude Opus 5Anthropic	Context1M	Input$5.00/M	Output$25.00/M	Providers +107	65.9±7.7	67.5±6.6	59.5±8.7	66.9±14.0P	—	64.3±17.1P	56.7±16.4P	—	Throughput 284 t/s	Latency 5.44s	Release date2026-07-24	65.9 67.5 59.5 66.9 — 64.3 56.7 —
Ling-3.0-flashinclusionAI	Context262.1K	Input$0.075/M	Output$0.220/M	Providers +11	46.7±10.2E	48.4±9.3E	53.1±10.8E	38.9±14.0P	46.7±11.5E	—	—	54.2±16.0P	Throughput —	Latency —	Release date2026-07-23	46.7 48.4 53.1 38.9 46.7 — — 54.2
Laguna S 2.1Poolside	Context1.0M	Input—	Output—	Providers +18	52.7±16.0P	53.2±9.3E	—	—	—	—	—	—	Throughput 41 t/s	Latency 1.46s	Release date2026-07-21	52.7 53.2 — — — — — —
Gemini 3.5 Flash-LiteGoogle	Context1.0M	Input$0.300/M	Output$2.50/M	Providers +49	42.1±8.7	44.5±9.3E	52±10.8E	51±14.0P	—	—	44.7±16.4P	—	Throughput —	Latency —	Release date2026-07-21	42.1 44.5 52 51 — — 44.7 —
Gemini 3.6 FlashGoogle	Context1.0M	Input$0.750/M	Output$3.75/M	Providers +87	51.4±8.6	53.1±11.9E	58.6±10.8E	59±14.0P	—	—	53.9±16.4P	—	Throughput 737 t/s	Latency 2.34s	Release date2026-07-21	51.4 53.1 58.6 59 — — 53.9 —
InklingThinking Machines	Context1.0M	Input$1.00/M	Output$4.05/M	Providers +19	48.6±8.2	47.9±6.9	55.2±10.8E	51.3±14.0P	65.4±16.3P	—	45.7±11.9E	56.4±16.0P	Throughput 25 t/s	Latency 0.79s	Release date2026-07-17	48.6 47.9 55.2 51.3 65.4 — 45.7 56.4
Muse Spark 1.1Meta	Context1.0M	Input$1.25/M	Output$4.25/M	Providers +2	61.6±7.4	58±9.3E	57.5±10.2E	63.3±14.0P	—	—	56.5±16.1P	—	Throughput —	Latency —	Release date2026-07-16	61.6 58 57.5 63.3 — — 56.5 —
Kimi K3MoonshotAI	Context1.0M	Input$3.00/M	Output$15.00/M	Providers +115	65.7±7.3	56.4±11.9E	60.1±10.8E	59.4±14.0P	—	—	64.9±11.3E	—	Throughput 138 t/s	Latency 30.06s	Release date2026-07-16	65.7 56.4 60.1 59.4 — — 64.9 —
GPT-5.6 Sol ProOpenAI	Context1.1M	Input—	Output—	Providers +2	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-07-09	— — — — — — — —
GPT-5.6 Terra ProOpenAI	Context1.1M	Input—	Output—	Providers +2	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2026-07-09	— — — — — — — —
GPT-5.6 Luna ProOpenAI	Context1.1M	Input—	Output—	Providers +4	—	—	—	—	—	—	—	—	Throughput 193 t/s	Latency 15.30s	Release date2026-07-09	— — — — — — — —
GPT-3.5 Turbo 16kOpenAI	Context16.4K	Input—	Output—	Providers +3	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2023-08-28	— — — — — — — —
GPT-4 Turbo PreviewOpenAI	Context128K	Input—	Output—	Providers	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2024-01-25	— — — — — — — —
GPT-3.5 Turbo (older v0613)OpenAI	Context4.1K	Input—	Output—	Providers +3	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2024-01-25	— — — — — — — —
Llama 3 8B InstructMeta	Context8.2K	Input—	Output—	Providers +1	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date—	— — — — — — — —
GPT-4o (2024-05-13)OpenAI	Context128K	Input$5.00/M	Output$15.00/M	Providers +2	—	44.7±16.0P	42.6±11.1E	—	46±11.8E	—	—	—	Throughput —	Latency —	Release date2024-05-13	— 44.7 42.6 — 46 — — —
GPT-4o-mini (2024-07-18)OpenAI	Context128K	Input—	Output—	Providers +2	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2024-07-18	— — — — — — — —
Llama 3.1 70B InstructMeta	Context131.1K	Input—	Output—	Providers +1	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2024-07-23	— — — — — — — —
Llama 3.1 8B InstructMeta	Context131.1K	Input—	Output—	Providers +3	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2024-07-23	— — — — — — — —
GPT-4o (2024-08-06)OpenAI	Context128K	Input$2.50/M	Output$10.00/M	Providers +1	—	44.3±16.0P	38.9±13.9P	—	46.2±11.8E	—	—	—	Throughput —	Latency —	Release date2024-08-06	— 44.3 38.9 — 46.2 — — —
Hermes 3 70B InstructNous	Context131.1K	Input$0.700/M	Output$0.700/M	Providers—	—	40.9±16.0P	37.6±11.1E	—	39.6±11.8E	—	—	—	Throughput —	Latency —	Release date2024-08-18	— 40.9 37.6 — 39.6 — — —
Llama 3.2 11B Vision InstructMeta	Context131.1K	Input—	Output—	Providers +4	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2024-09-25	— — — — — — — —
Llama 3.2 1B InstructMeta	Context60K	Input—	Output—	Providers +4	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2024-09-25	— — — — — — — —
Llama 3.2 3B InstructMeta	Context131.1K	Input—	Output—	Providers +8	—	—	—	—	—	—	—	—	Throughput —	Latency —	Release date2024-09-25	— — — — — — — —
Mistral Large 2407Mistralai	Context131.1K	Input$2.00/M	Output$6.00/M	Providers	—	43.1±16.0P	41±11.1E	—	44.5±11.8E	—	—	—	Throughput —	Latency —	Release date2024-11-19	— 43.1 41 — 44.5 — — —