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AI Model Capacity & Efficiency Comparison

Compare context windows, output capacity, and cost efficiency across 470+ models. Data sourced live from upstream provider APIs.

Note: This page shows capacity specs and pricing aggregated from upstream provider APIs. Real-world latency and tokens-per-second vary by load, prompt length, and provider infrastructure. For speed benchmarks, see Artificial Analysis or the model provider's own documentation.

Largest Context

2M

Grok 4.20 Multi-Agent

Largest Output

1.8M

Grok 4.20 Multi-Agent

Cheapest (non-free)

$0.0060/1M in

DeepSeek Flash Latest

Best Output Ratio

100%

ALLaM 7B Instruct (preview)

Coding & LLM Models

ModelProviderContext WindowMax OutputOutput RatioInput $/1MOutput $/1MEfficiency (derived)Capabilities
Grok 4.20 Multi-AgentxAI2M1.8M90%$1.25$2.50NaN
Grok 4.20xAI2M1.8M90%$1.25$2.50NaN
Llama 4 ScoutMeta1.3M16K1%$0.10$0.30NaN
GPT-6.1 Terra ProOpenAI1.1M128K12%$1.00$5.00NaN
GPT-6.1 Terra Pro (batch)OpenAI1.1M128K12%$0.50$2.50NaN
GPT-6.1 TerraOpenAI1.1M128K12%$1.00$5.00NaN
GPT-6.1 Terra (batch)OpenAI1.1M128K12%$0.50$2.50NaN
GPT-6.1 Sol ProOpenAI1.1M128K12%$2.00$10.00NaN
GPT-6.1 Sol Pro (batch)OpenAI1.1M128K12%$1.00$5.00NaN
GPT-6.1 SolOpenAI1.1M128K12%$2.00$10.00NaN
GPT-6.1 Sol (batch)OpenAI1.1M128K12%$1.00$5.00NaN
GPT-6 Luna ProOpenAI1.1M128K12%$0.10$0.50NaN
GPT-6 Luna Pro (batch)OpenAI1.1M128K12%$0.05$0.25NaN
GPT-6 LunaOpenAI1.1M128K12%$0.10$0.50NaN
GPT-6 Luna (batch)OpenAI1.1M128K12%$0.05$0.25NaN
GPT-6 Sol ProOpenAI1.1M128K12%$2.00$10.00NaN
GPT-6 Sol Pro (batch)OpenAI1.1M128K12%$1.00$5.00NaN
GPT-6 SolOpenAI1.1M128K12%$2.00$10.00NaN
GPT-6 Sol (batch)OpenAI1.1M128K12%$1.00$5.00NaN
MiMo-V2.6-FlashXiaomi1.1M131K12%$0.14$0.28NaN
MiMo-V2.6-ProXiaomi1.1M131K12%$0.43$0.87NaN
GPT Astra Latest~openai1.1M128K12%$10.00$50.00NaN
GPT Sol Latest~openai1.1M128K12%$2.00$10.00NaN
GPT Terra Latest~openai1.1M128K12%$1.00$5.00NaN
GPT Luna Latest~openai1.1M128K12%$0.10$0.50NaN
GPT-6 AstraOpenAI1.1M128K12%$10.00$50.00NaN
GPT-6 Astra (batch)OpenAI1.1M128K12%$5.00$25.00NaN
GPT-6 Astra ProOpenAI1.1M128K12%$10.00$50.00NaN
GPT-6 Astra Pro (batch)OpenAI1.1M128K12%$5.00$25.00NaN
GPT-5.6 Luna ProOpenAI1.1M128K12%$0.20$1.20NaN
GPT-5.6 Luna Pro (batch)OpenAI1.1M128K12%$0.10$0.60NaN
GPT-5.6 LunaOpenAI1.1M128K12%$0.20$1.20NaN
GPT-5.6 Luna (batch)OpenAI1.1M128K12%$0.10$0.60NaN
GPT-5.6 Terra ProOpenAI1.1M128K12%$2.00$12.00NaN
GPT-5.6 Terra Pro (batch)OpenAI1.1M128K12%$1.00$6.00NaN
GPT-5.6 TerraOpenAI1.1M128K12%$2.00$12.00NaN
GPT-5.6 Terra (batch)OpenAI1.1M128K12%$1.00$6.00NaN
GPT-5.6 Sol ProOpenAI1.1M128K12%$4.00$20.00NaN
GPT-5.6 Sol Pro (batch)OpenAI1.1M128K12%$2.00$10.00NaN
GPT-5.6 SolOpenAI1.1M128K12%$4.00$20.00NaN
GPT-5.6 Sol (batch)OpenAI1.1M128K12%$2.00$10.00NaN
GPT-5.5 ProOpenAI1.1M128K12%$30.00$180.00NaN
GPT-5.5 Pro (batch)OpenAI1.1M128K12%$15.00$90.00NaN
GPT-5.5OpenAI1.1M128K12%$5.00$30.00NaN
GPT-5.5 (batch)OpenAI1.1M128K12%$2.50$15.00NaN
MiMo-V2.5-ProXiaomi1.1M236K22%$0.48$1.80NaN
GPT-5.4 ProOpenAI1.1M128K12%$30.00$180.00NaN
GPT-5.4 Pro (batch)OpenAI1.1M128K12%$15.00$90.00NaN
GPT-5.4OpenAI1.1M128K12%$2.50$15.00NaN
GPT-5.4 (batch)OpenAI1.1M128K12%$1.25$7.50NaN
LongCat 2.0Meituan1.0M262K25%$0.30$1.20NaN
Ripple 65B Previewricursiveai1.0M131K13%$0.20$0.60NaN
Hy4Tencent1.0M66K6%$0.42$1.25NaN
Crouton Alphastealth1.0M944K90%FreeFreeNaN
GLM 5.3 FlashX LegalZhipu AI1.0M131K13%$0.37$1.25NaN
Particle-1particle-ai1.0M131K13%$0.05$0.50NaN
Kimi K3.1 ProMoonshot AI1.0M944K90%$2.00$10.00NaN
MiniMax M3.1 FlashMiniMax1.0M524K50%$0.07$0.30NaN
DeepSeek V4.1 Flash 1017DeepSeek1.0M393K38%$0.15$0.60NaN
Beam 1.0 501B A23Breflection1.0M944K90%$0.30$1.00NaN
Muse Spark Openmeta1.0M944K90%$1.25$4.25NaN
Nemotron 3.5 Super VLNVIDIA1.0M944K90%$0.15$0.50NaN
Pareto 26.10unbiased1.0M131K13%$0.80$3.20NaN
Pareto Latest~unbiased1.0M131K13%$0.80$3.20NaN
Gemini 4 ArgonGoogle1.0M944K90%$2.00$10.00NaN
Gemini 4 Argon (batch)Google1.0M944K90%$1.00$5.00NaN
Muse Wondermeta1.0M944K90%$4.00$20.00NaN
Step 5 PreviewStepFun1.0M64K6%$1.00$2.70NaN
Mistral Large 4Mistral AI1.0M262K25%$0.70$2.10NaN
Ember-1fireworks1.0M944K90%$3.00$15.00NaN
MiMo-V2.6-Pro-UltraSpeedXiaomi1.0M131K13%$4.35$8.70NaN
GLM 5.3 FlashXZhipu AI1.0M131K13%$0.37$1.25NaN
DeepSeek Pro Latest~deepseek1.0M393K38%$0.10$8.00NaN
DeepSeek Flash Latest~deepseek1.0M944K90%$0.0060$0.50NaN
DeepSeek V4.1 FlashDeepSeek1.0M944K90%$0.05$0.57NaN
DeepSeek V4.1 Flash (batch)DeepSeek1.0M131K13%$0.11$0.34NaN
Muse Spark 1.3 Contributormeta1.0M944K90%$0.10$0.20NaN
Muse Spark 1.3meta1.0M944K90%$1.25$4.25NaN
Gemini 3.8 FlashGoogle1.0M66K6%$0.83$4.13NaN
Gemini 3.8 Flash (batch)Google1.0M66K6%$0.38$1.88NaN
Hy4 previewTencent1.0M64K6%$0.75$2.25NaN
GLM Flash Latest~z-ai1.0M131K13%$0.03$0.09NaN
GLM 5.3 FlashZhipu AI1.0M944K90%$0.15$0.50NaN
GLM 5.3 Flash (batch)Zhipu AI1.0M131K13%$0.05$0.18NaN
Muse Spark 1.2 Contributormeta1.0M944K90%$0.10$0.20NaN
DeepSeek V4 Flash Vision ExpDeepSeek1.0M944K90%$0.44$1.32NaN
GLM Latest~z-ai1.0M944K90%$0.07$1.40NaN
GLM 5.3Zhipu AI1.0M944K90%$0.07$1.40NaN
GLM 5.3 (batch)Zhipu AI1.0M131K13%$0.45$2.00NaN
Gemini 3.7 FlashGoogle1.0M66K6%$0.75$3.75NaN
Gemini 3.7 Flash (batch)Google1.0M66K6%$0.38$1.88NaN
Qwen3.8 2.4T A95BAlibaba1.0M131K13%$2.00$6.00NaN
DeepSeek V4 Pro 0813DeepSeek1.0M944K90%$0.11$4.44NaN
Muse Spark 1.2meta1.0M944K90%$1.25$4.25NaN
DeepSeek V4 Flash Latest~deepseek1.0M944K90%$0.04$0.30NaN
DeepSeek V4 Flash 0731DeepSeek1.0M944K90%$0.04$0.30NaN
DeepSeek V4 Flash 0731 (batch)DeepSeek1.0M384K37%$0.05$0.14NaN
Gemini 3.6 FlashGoogle1.0M66K6%$0.75$3.75NaN
Gemini 3.6 Flash (batch)Google1.0M66K6%$0.38$1.88NaN
Gemini 3.5 Flash LiteGoogle1.0M66K6%$0.30$2.50NaN
Gemini 3.5 Flash Lite (batch)Google1.0M66K6%$0.15$1.25NaN
Kimi K3Moonshot AI1.0M944K90%$0.19$16.00NaN
Kimi K3 (batch)Moonshot AI1.0M16K2%$2.28$11.40NaN
Muse Spark 1.1meta1.0M944K90%$1.25$4.25NaN
GLM 5.2Zhipu AI1.0M944K90%$0.0060$6.80NaN
MiniMax M3MiniMax1.0M512K49%$0.30$1.20NaN
Gemini 3.5 FlashGoogle1.0M66K6%$1.50$9.00NaN
Gemini 3.5 Flash (batch)Google1.0M66K6%$0.75$4.50NaN
Gemini 3.1 Flash LiteGoogle1.0M66K6%$0.25$1.50NaN
Gemini 3.1 Flash Lite (batch)Google1.0M66K6%$0.13$0.75NaN
Gemini Pro Latest~google1.0M944K90%$2.00$10.00NaN
Kimi Latest~moonshotai1.0M944K90%$0.16$10.14NaN
Gemini Flash Latest~google1.0M66K6%$0.75$3.75NaN
DeepSeek V4 Pro 0423DeepSeek1.0M384K37%$0.64$1.27NaN
DeepSeek V4 Flash 0423DeepSeek1.0M944K90%$0.09$0.18NaN
Lyria 3 Pro PreviewGoogle1.0M66K6%FreeFreeNaN
Lyria 3 Clip PreviewGoogle1.0M66K6%FreeFreeNaN
Nemotron 3 SuperNVIDIA1.0M16K2%$0.07$0.40NaN
Gemini 3.1 Flash Lite PreviewGoogle1.0M66K6%$0.25$1.50NaN
Gemini 3.1 Pro Preview Custom ToolsGoogle1.0M66K6%$2.00$12.00NaN
Gemini 3.1 Pro PreviewGoogle1.0M66K6%$2.00$12.00NaN
Gemini 3.1 Pro Preview (batch)Google1.0M66K6%$1.00$6.00NaN
Gemini 3 Flash PreviewGoogle1.0M66K6%$0.50$3.00NaN
Gemini 3 Flash Preview (batch)Google1.0M66K6%$0.25$1.50NaN
Gemini 2.5 Flash LiteGoogle1.0M66K6%$0.10$0.40NaN
Gemini 2.5 FlashGoogle1.0M66K6%$0.30$2.50NaN
Gemini 2.5 ProGoogle1.0M66K6%$1.25$10.00NaN
Gemini 2.5 Pro Preview 06-05Google1.0M66K6%$1.25$10.00NaN
GPT-4.1OpenAI1.0M33K3%$2.00$8.00NaN
GPT-4.1 (batch)OpenAI1.0M33K3%$1.00$4.00NaN
GPT-4.1 MiniOpenAI1.0M33K3%$0.40$1.60NaN
GPT-4.1 Mini (batch)OpenAI1.0M33K3%$0.20$0.80NaN
GPT-4.1 NanoOpenAI1.0M943K90%$0.10$0.40NaN
GPT-4.1 Nano (batch)OpenAI1.0M33K3%$0.05$0.20NaN
Palmyra X5Writer1.0M8K1%$0.60$6.00NaN
Qwen3.8 27BAlibaba1.0M236K23%$0.15$1.88NaN
Mercury 3Inception1M131K13%$0.10$0.35NaN
Nemotron 3.5 Super VL (free)NVIDIA1M131K13%FreeFreeNaN
Summarizescaledown1M4K0%$0.04FreeNaN
Extractscaledown1M900K90%$0.04FreeNaN
Claude Haiku 5.5Anthropic1M128K13%$0.10$0.50NaN
Claude Haiku 5.5 (batch)Anthropic1M128K13%$0.05$0.25NaN
Ling 3.1 Flashinclusionai1M262K26%$0.04$0.14NaN
Claude Sonnet 5.5Anthropic1M128K13%$2.00$10.00NaN
Claude Sonnet 5.5 (batch)Anthropic1M128K13%$1.00$5.00NaN
GLM 5.3 PrimeZhipu AI1M131K13%$2.80$8.80NaN
Qwen3.8 Max PrimeAlibaba1M131K13%$4.00$12.00NaN
Claude Opus 5.5Anthropic1M128K13%$4.00$20.00NaN
Claude Opus 5.5 (batch)Anthropic1M128K13%$2.00$10.00NaN
Qwen3.8 Omni FlashAlibaba1M131K13%$0.15$0.47NaN
Fugu Ultra v2sakana1M128K13%$5.00$30.00NaN
Fugu Maxsakana1M128K13%$2.00$6.00NaN
Qwen3.8 Max (0902)Alibaba1M131K13%$2.00$6.00NaN
Claude Fable 5.1Anthropic1M128K13%$10.00$50.00NaN
Claude Fable 5.1 (batch)Anthropic1M128K13%$5.00$25.00NaN
Qwen3.8 FlashAlibaba1M131K13%$0.15$0.47NaN
Nemotron 3.5 Lightning (free)NVIDIA1M66K7%FreeFreeNaN
Qwen3.7 FlashAlibaba1M66K7%$0.03$0.13NaN
Claude Opus 5Anthropic1M128K13%$5.00$25.00NaN
Claude Opus 5 (batch)Anthropic1M128K13%$2.50$12.50NaN
Claude Sonnet 5Anthropic1M128K13%$2.00$10.00NaN
Claude Sonnet 5 (batch)Anthropic1M128K13%$1.00$5.00NaN
Fugu Ultrasakana1M128K13%$5.00$30.00NaN
Claude Fable Latest~anthropic1M128K13%$10.00$50.00NaN
Claude Fable 5Anthropic1M128K13%$10.00$50.00NaN
Claude Fable 5 (batch)Anthropic1M128K13%$5.00$25.00NaN
Nemotron 3 Ultra (free)NVIDIA1M66K7%FreeFreeNaN
Qwen3.7 PlusAlibaba1M131K13%$0.32$1.28NaN
Claude Opus 4.8Anthropic1M128K13%$5.00$25.00NaN
Claude Opus 4.8 (batch)Anthropic1M128K13%$2.50$12.50NaN
Qwen3.7 MaxAlibaba1M131K13%$1.48$4.42NaN
Grok 4.3xAI1M900K90%$1.25$2.50NaN
Grok 4.3 (batch)xAI1M900K90%$1.00$2.00NaN
Claude Haiku Latest~anthropic1M128K13%$0.10$0.50NaN
Claude Sonnet Latest~anthropic1M128K13%$2.00$10.00NaN
Qwen3.5 Plus 2026-04-20Alibaba1M66K7%$0.30$1.80NaN
Qwen3.6 FlashAlibaba1M66K7%$0.19$1.13NaN
MiMo-V2.5Xiaomi1M66K7%$0.40$2.00NaN
Claude Opus Latest~anthropic1M128K13%$4.00$20.00NaN
Claude Opus 4.7Anthropic1M128K13%$5.00$25.00NaN
Claude Opus 4.7 (batch)Anthropic1M128K13%$2.50$12.50NaN
Qwen3.6 PlusAlibaba1M66K7%$0.33$1.95NaN
Qwen3.5-FlashAlibaba1M66K7%$0.07$0.26NaN
Claude Sonnet 4.6Anthropic1M128K13%$3.00$15.00NaN
Claude Sonnet 4.6 (batch)Anthropic1M128K13%$1.50$7.50NaN
Qwen3.5 Plus 2026-02-15Alibaba1M66K7%$0.26$1.56NaN
Claude Opus 4.6Anthropic1M128K13%$5.00$25.00NaN
Claude Opus 4.6 (batch)Anthropic1M128K13%$2.50$12.50NaN
Nova 2 LiteAmazon1M66K7%$0.30$2.50NaN
Nova Premier 1.0Amazon1M32K3%$2.50$12.50NaN
Claude Sonnet 4.5Anthropic1M64K6%$3.00$15.00NaN
Claude Sonnet 4.5 (batch)Anthropic1M64K6%$1.50$7.50NaN
Qwen3 Coder FlashAlibaba1M66K7%$0.20$0.97NaN
MiniMax M1MiniMax1M40K4%$0.55$2.20NaN
Qwen-PlusAlibaba1M33K3%$0.26$0.78NaN
Jev Routertypesafe1M66K7%$-1000000.0000$-1000000.0000NaN
SwitchyardNVIDIA1M——$-1000000.0000$-1000000.0000NaN
Solar Mini 4Upstage524K131K25%$0.05$0.20NaN
Solar Pro 4Upstage524K131K25%$0.15$0.60NaN
Inkling Smallthinkingmachines524K262K50%$0.45$1.20NaN
Inkling Small (batch)thinkingmachines524K262K50%$0.36$0.96NaN
Inklingthinkingmachines524K472K90%$1.00$4.05NaN
MiniMax M3 (batch)MiniMax524K512K98%$0.22$0.88NaN
Llama 4 MaverickMeta524K33K6%$0.35$1.00NaN
Dots3-Note Preview (free)dots-studio512K461K90%FreeFreeNaN
Grok 4.7xAI500K450K90%$2.00$6.00NaN
Grok 4.7 (batch)xAI500K450K90%$1.60$4.80NaN
Grok 4.6xAI500K450K90%$2.00$6.00NaN
Grok 4.6 (batch)xAI500K450K90%$1.60$4.80NaN
Grok 4.5xAI500K450K90%$2.00$6.00NaN
Grok Latest~x-ai500K450K90%$2.00$6.00NaN
GPT Chat LatestOpenAI400K128K32%$5.00$30.00NaN
GPT Mini Latest~openai400K128K32%$0.75$4.50NaN
GPT-5.4 NanoOpenAI400K128K32%$0.20$1.25NaN
GPT-5.4 Nano (batch)OpenAI400K128K32%$0.10$0.63NaN
GPT-5.4 MiniOpenAI400K128K32%$0.75$4.50NaN
GPT-5.4 Mini (batch)OpenAI400K128K32%$0.38$2.25NaN
GPT-5.3-CodexOpenAI400K128K32%$1.75$14.00NaN
GPT-5.2-CodexOpenAI400K128K32%$1.75$14.00NaN
GPT-5.2 ProOpenAI400K128K32%$21.00$168.00NaN
GPT-5.2 Pro (batch)OpenAI400K128K32%$10.50$84.00NaN
GPT-5.2OpenAI400K128K32%$1.75$14.00NaN
GPT-5.2 (batch)OpenAI400K128K32%$0.88$7.00NaN
GPT-5.1-Codex-MaxOpenAI400K128K32%$1.25$10.00NaN
GPT-5.1OpenAI400K128K32%$1.25$10.00NaN
GPT-5.1 (batch)OpenAI400K128K32%$0.63$5.00NaN
GPT-5.1-CodexOpenAI400K128K32%$1.25$10.00NaN
GPT-5.1-Codex-MiniOpenAI400K128K32%$0.25$2.00NaN
GPT-5 ProOpenAI400K128K32%$15.00$120.00NaN
GPT-5 Pro (batch)OpenAI400K128K32%$7.50$60.00NaN
GPT-5OpenAI400K128K32%$1.25$10.00NaN
GPT-5 (batch)OpenAI400K128K32%$0.63$5.00NaN
GPT-5 MiniOpenAI400K128K32%$0.25$2.00NaN
GPT-5 Mini (batch)OpenAI400K128K32%$0.13$1.00NaN
GPT-5 NanoOpenAI400K128K32%$0.05$0.40NaN
GPT-5 Nano (batch)OpenAI400K128K32%$0.02$0.20NaN
Nova Lite 1.0Amazon300K5K2%$0.06$0.24NaN
Nova Pro 1.0Amazon300K5K2%$0.80$3.20NaN
LFM3-1.7BLiquid AI262K8K3%$0.08$0.20NaN
LFM3-1.7B (free)Liquid AI262K8K3%FreeFreeNaN
Flint (free)recursive262K236K90%FreeFreeNaN
Glimpseelorian262K256K98%$0.60$3.00NaN
Xing4.0 29B A4B (free)xingchen-agi262K236K90%FreeFreeNaN
Ternary Bonsai 2 9Bprism-ml262K66K25%$0.08$0.13NaN
Pareto 26.9unbiased262K131K50%$2.50$7.50NaN
Aion 3.5 Miniaion-labs262K33K13%$0.70$1.40NaN
Aion 3.5aion-labs262K33K13%$3.00$6.00NaN
Ternary Bonsai 2 27Bprism-ml262K33K13%$0.07$0.50NaN
Qwen3.8 27B (batch)Alibaba262K236K90%$0.16$2.00NaN
Seed 2.1 TurboByteDance262K236K90%$0.50$2.50NaN
Seed-2.0-CodeByteDance262K131K50%$0.50$3.00NaN
Nemotron 3.5 LightningNVIDIA262K236K90%$0.07$0.20NaN
Sakana Namazusakana262K66K25%$0.95$4.00NaN
Ling 3.0 Tinyinclusionai262K250K95%$0.01$0.04NaN
Ling 3.0 Flashinclusionai262K33K13%$0.02$0.06NaN
Hy3Tencent262K128K49%$0.08$0.33NaN
Kimi K2.7 CodeMoonshot AI262K236K90%$0.60$3.50NaN
Nemotron 3 UltraNVIDIA262K183K70%$0.60$2.40NaN
Qwen3.7 Plus (batch)Alibaba262K131K50%$0.23$0.92NaN
Step 3.7 FlashStepFun262K230K88%$0.20$1.15NaN
Mistral Medium 3.5Mistral AI262K210K80%$1.50$7.50NaN
Mistral Medium 3.5 (batch)Mistral AI262K210K80%$0.75$3.75NaN
Qwen3.6 35B A3BAlibaba262K236K90%$0.10$0.90NaN
Qwen3.6 27BAlibaba262K66K25%$0.45$2.70NaN
Hy3 previewTencent262K236K90%$0.18$0.60NaN
Kimi K2.6Moonshot AI262K236K90%$0.65$3.41NaN
Gemma 4 26B A4B Google262K236K90%$0.07$0.22NaN
Gemma 4 26B A4B (free)Google262K33K13%FreeFreeNaN
Gemma 4 31BGoogle262K16K6%$0.20$0.40NaN
Gemma 4 31B (free)Google262K33K13%FreeFreeNaN
Mistral Small 4Mistral AI262K210K80%$0.15$0.60NaN
Seed-2.0-LiteByteDance262K131K50%$0.25$2.00NaN
Qwen3.5-9BAlibaba262K236K90%$0.17$0.25NaN
Seed-2.0-MiniByteDance262K131K50%$0.10$0.40NaN
Qwen3.5-35B-A3BAlibaba262K82K31%$0.14$1.00NaN
Qwen3.5-27BAlibaba262K82K31%$0.26$2.60NaN
Qwen3.5-122B-A10BAlibaba262K66K25%$0.26$2.08NaN
Qwen3.5 397B A17BAlibaba262K236K90%$0.50$3.60NaN
Qwen3 Coder NextAlibaba262K236K90%$0.12$0.80NaN
Step 3.5 FlashStepFun262K66K25%$0.10$0.30NaN
Kimi K2.5Moonshot AI262K236K90%$0.50$2.50NaN
Seed 1.6 FlashByteDance262K33K13%$0.07$0.30NaN
Seed 1.6ByteDance262K33K13%$0.25$2.00NaN
Nemotron 3 Nano 30B A3BNVIDIA262K236K90%$0.06$0.24NaN
Devstral 2 2512Mistral AI262K210K80%$0.40$2.00NaN
Ministral 3 14B 2512Mistral AI262K210K80%$0.20$0.20NaN
Ministral 3 8B 2512Mistral AI262K210K80%$0.15$0.15NaN
Mistral Large 3 2512Mistral AI262K210K80%$0.50$1.50NaN
Kimi K2 ThinkingMoonshot AI262K98K38%$0.60$2.50NaN
Qwen3 VL 8B InstructAlibaba262K236K90%$0.25$0.75NaN
Qwen3 VL 30B A3B ThinkingAlibaba262K236K90%$0.29$1.00NaN
Qwen3 VL 30B A3B InstructAlibaba262K16K6%$0.15$0.60NaN
Qwen3 VL 235B A22B InstructAlibaba262K33K13%$0.21$1.90NaN
Qwen3 Next 80B A3B InstructAlibaba262K16K6%$0.09$1.10NaN
Kimi K2 0905Moonshot AI262K98K38%$0.60$2.50NaN
Qwen3 Coder 30B A3B InstructAlibaba262K236K90%$0.15$0.60NaN
Qwen3 30B A3B Instruct 2507Alibaba262K236K90%$0.10$0.30NaN
Qwen3 Coder 480B A35BAlibaba262K66K25%$0.30$1.00NaN
Qwen3 235B A22B Instruct 2507Alibaba262K118K45%$0.14$0.80NaN
Falcon-H1-Arabic 34B InstructTII262K8K3%FreeFreeNaN
Falcon-H1-Arabic 7B InstructTII262K8K3%FreeFreeNaN
Mercury 2.5Inception260K66K25%$0.04$0.15NaN
North Mini Code (free)Cohere256K64K25%FreeFreeNaN
Grok Build 0.1xAI256K230K90%$1.00$2.00NaN
Nemotron 3 Nano Omni (free)NVIDIA256K66K26%FreeFreeNaN
Codestral 2508Mistral AI256K205K80%$0.30$0.90NaN
Mistral Small 3.2 24BMistral AI256K16K6%$0.07$0.20NaN
Command ACohere256K8K3%$2.50$10.00NaN
GLM 5.1Zhipu AI205K131K64%$1.40$4.40NaN
MiniMax M2.7MiniMax205K177K86%$0.21$0.84NaN
MiniMax M2.5MiniMax205K59K29%$0.30$1.20NaN
GLM 5Zhipu AI205K131K64%$1.00$3.20NaN
GLM 4.7Zhipu AI205K131K64%$0.60$2.20NaN
GLM 4.6Zhipu AI205K131K64%$0.50$2.00NaN
GLM 5V TurboZhipu AI203K131K65%$1.20$4.00NaN
GLM 5 TurboZhipu AI203K131K65%$1.20$4.00NaN
GLM 4.7 FlashZhipu AI200K118K59%$0.06$0.40NaN
Claude Opus 4.5Anthropic200K64K32%$5.00$25.00NaN
Claude Opus 4.5 (batch)Anthropic200K64K32%$2.50$12.50NaN
Sonar Pro SearchPerplexity200K8K4%$3.00$15.00NaN
Claude Haiku 4.5Anthropic200K64K32%$1.00$5.00NaN
Claude Haiku 4.5 (batch)Anthropic200K64K32%$0.50$2.50NaN
Claude Opus 4.1Anthropic200K32K16%$15.00$75.00NaN
Claude Opus 4.1 (batch)Anthropic200K32K16%$7.50$37.50NaN
o3 ProOpenAI200K100K50%$20.00$80.00NaN
o3OpenAI200K100K50%$2.00$8.00NaN
o3 (batch)OpenAI200K100K50%$1.00$4.00NaN
o4 Mini (batch)OpenAI200K100K50%$0.55$2.20NaN
Sonar ProPerplexity200K8K4%$3.00$15.00NaN
o3 Mini (batch)OpenAI200K100K50%$0.55$2.20NaN
Composer 2Cursor200K66K33%$0.50$2.50NaN
Composer 2 FastCursor200K66K33%$1.50$7.50NaN
Command A+Cohere192K64K33%$0.30$1.50NaN
DeepSeek V3.2DeepSeek164K147K90%$0.26$0.38NaN
DeepSeek V3.2 ExpDeepSeek164K147K90%$0.27$0.41NaN
DeepSeek V3.1 TerminusDeepSeek164K147K90%$0.27$1.00NaN
DeepSeek V3.1DeepSeek164K147K90%$0.25$0.95NaN
R1 0528DeepSeek164K33K20%$0.50$2.15NaN
Llama Guard 4 12BMeta164K16K10%$0.18$0.18NaN
DeepSeek V3 0324DeepSeek164K115K70%$0.29$1.14NaN
DeepSeek V3DeepSeek164K16K10%$0.32$0.89NaN
Ling 3.0 Flash VLinclusionai131K33K25%$0.06$0.18NaN
Granite 4.2 8BIBM131K118K90%$0.06$0.25NaN
Muse Glimmer 30Bmeta131K16K13%$0.30$1.20NaN
Muse Glimmer 30B (batch)meta131K16K13%$0.24$0.96NaN
Aion-3.0-Miniaion-labs131K33K25%$0.70$1.40NaN
Aion-3.0aion-labs131K33K25%$3.00$6.00NaN
Nemotron 3.5 Content SafetyNVIDIA131K118K90%$0.20$0.20NaN
Aion-2.0aion-labs131K33K25%$0.80$1.60NaN
GLM 4.6VZhipu AI131K33K25%$0.30$0.90NaN
Ministral 3 3B 2512Mistral AI131K105K80%$0.10$0.10NaN
gpt-oss-safeguard-20bOpenAI131K66K50%$0.07$0.30NaN
Mistral Medium 3.1Mistral AI131K105K80%$0.40$2.00NaN
gpt-oss-120bOpenAI131K66K50%$0.03$0.10NaN
gpt-oss-120b (batch)OpenAI131K118K90%$0.03$0.14NaN
gpt-oss-20bOpenAI131K118K90%$0.03$0.13NaN
gpt-oss-20b (batch)OpenAI131K118K90%$0.02$0.11NaN
GLM 4.5Zhipu AI131K98K75%$0.60$2.20NaN
GLM 4.5 AirZhipu AI131K98K75%$0.13$0.85NaN
Kimi K2 0711Moonshot AI131K98K75%$0.57$2.30NaN
Hunyuan A13B InstructTencent131K118K90%$0.14$0.57NaN
Mistral Medium 3Mistral AI131K105K80%$0.40$2.00NaN
Qwen3 32BAlibaba131K16K13%$0.08$0.28NaN
Gemma 3 4BGoogle131K16K13%$0.05$0.10NaN
Gemma 3 12BGoogle131K16K13%$0.05$0.15NaN
Gemma 3 27BGoogle131K118K90%$0.08$0.35NaN
Llama 3.3 70B InstructMeta131K33K25%$0.59$0.79NaN
Mistral Large 2407Mistral AI131K105K80%$2.00$6.00NaN
Llama 3.2 3B InstructMeta131K72K55%$0.05$0.34NaN
Llama 3.1 70B InstructMeta131K8K6%$0.72$0.72NaN
Llama 3.1 8B InstructMeta131K118K90%$0.05$0.08NaN
Mistral NemoMistral AI131K16K13%$0.03$0.03NaN
Falcon-H1-Arabic 3B InstructTII131K8K6%FreeFreeNaN
LFM2.5-24B-A2BLiquid AI128K8K6%$0.05$0.70NaN
Schematron V2 Turboinference-net128K8K6%$0.03$0.15NaN
Schematron V2 Smallinference-net128K8K6%$0.05$0.23NaN
LFM2.5-2.6BLiquid AI128K8K6%$0.35$0.50NaN
Mercury 2Inception128K50K39%$0.25$0.75NaN
GPT AudioOpenAI128K16K13%$2.50$10.00NaN
GPT Audio MiniOpenAI128K16K13%$0.60$2.40NaN
GPT-5.2 ChatOpenAI128K32K25%$1.75$14.00NaN
Qwen3 235B A22B Thinking 2507Alibaba128K16K13%$0.45$3.50NaN
UI-TARS 7B ByteDance128K2K2%$0.10$0.20NaN
Mistral Small 3.1 24BMistral AI128K102K80%$0.35$0.55NaN
Sonar Reasoning ProPerplexity128K115K90%$2.00$8.00NaN
Sonar Deep ResearchPerplexity128K115K90%$2.00$8.00NaN
Qwen2.5 VL 72B InstructAlibaba128K115K90%$0.80$1.00NaN
Command R7B (12-2024)Cohere128K4K3%$0.04$0.15NaN
Nova Micro 1.0Amazon128K5K4%$0.04$0.14NaN
GPT-4o (2024-11-20)OpenAI128K16K13%$2.50$10.00NaN
Command R (08-2024)Cohere128K4K3%$0.15$0.60NaN
Command R+ (08-2024)Cohere128K4K3%$2.50$10.00NaN
GPT-4o (2024-08-06)OpenAI128K16K13%$2.50$10.00NaN
GPT-4o-miniOpenAI128K16K13%$0.15$0.60NaN
GPT-4o-mini (2024-07-18)OpenAI128K16K13%$0.15$0.60NaN
GPT-4o-mini (batch)OpenAI128K16K13%$0.07$0.30NaN
GPT-4oOpenAI128K16K13%$2.50$10.00NaN
GPT-4o (2024-05-13)OpenAI128K4K3%$5.00$15.00NaN
GPT-4o (batch)OpenAI128K16K13%$1.25$5.00NaN
GPT-4 Turbo (batch)OpenAI128K4K3%$5.00$15.00NaN
Mistral LargeMistral AI128K102K80%$2.00$6.00NaN
SonarPerplexity127K114K90%$1.00$1.00NaN
LFM2.5-2.6B (free)Liquid AI66K8K13%FreeFreeNaN
GLM 4.5VZhipu AI66K16K25%$0.60$1.80NaN
Reka Flash 3rekaai66K59K90%$0.10$0.20NaN
Mixtral 8x22B InstructMistral AI66K52K80%$2.00$6.00NaN
Llama 3.2 1B InstructMeta60K54K90%$0.03$0.20NaN
Qwen3 30B A3BAlibaba41K16K40%$0.12$0.50NaN
Qwen3 14BAlibaba41K16K40%$0.12$0.24NaN
Perceptron Mk1.5perceptron37K8K22%$0.15$1.50NaN
Perceptron Mk1perceptron33K8K25%$0.15$1.50NaN
Voxtral Small 24B 2507Mistral AI33K26K80%$0.10$0.30NaN
SabaMistral AI33K26K80%$0.20$0.60NaN
Mistral Small 3Mistral AI33K16K50%$0.05$0.08NaN
Qwen2.5 Coder 32B InstructAlibaba33K29K90%$0.66$1.00NaN
Qwen2.5 7B InstructAlibaba33K29K90%$0.10$0.20NaN
Qwen2.5 72B InstructAlibaba33K16K50%$0.36$0.40NaN
Falcon Arabic 7B InstructTII33K8K25%FreeFreeNaN
Falcon3 10B InstructTII33K8K25%FreeFreeNaN
Falcon3 7B InstructTII33K8K25%FreeFreeNaN
Falcon Mamba 7B InstructTII33K8K25%FreeFreeNaN
Moondream 3 Previewmoondream32K4K13%$0.30$2.50NaN
Moondream 3.1moondream32K4K13%$0.30$2.50NaN
GPT-3.5 Turbo 16kOpenAI16K4K25%$3.00$4.00NaN
Reka Edgerekaai16K15K90%$0.10$0.10NaN
Phi 4Microsoft16K15K90%$0.07$0.14NaN
Hy-MT2-1.8BTencent8K4K50%$0.04$0.18NaN
Hy-MT2-30B-A3BTencent8K4K50%$0.07$0.29NaN
Hy-MT2-7BTencent8K4K50%$0.07$0.29NaN
Gemma 2 27BGoogle8K2K25%$0.65$0.65NaN
GPT-4OpenAI8K4K50%$30.00$60.00NaN
ALLaM 7B Instruct (preview)HUMAIN4K4K100%FreeFreeNaN
ALLaM 1 13B InstructHUMAIN4K4K100%$1.80$1.80NaN
ALLaM 2 7B InstructHUMAIN4K4K100%FreeFreeNaN
ALLaM 34BHUMAIN4K4K100%FreeFreeNaN
GPT-3.5 Turbo (older v0613)OpenAI4K4K90%$1.00$2.00NaN
SWE-1.5Windsurf———FreeFreeNaN
autofixer-01Vercel———FreeFreeNaN
MellumJetBrains———FreeFreeNaN
Capabilities:VisionFunctionsStreamingJSON ModeReasoningWeb SearchImage Output

Image Generation Models

ModelProviderInput $/1MOutput $/1MCapabilities
GPT-5 ImageOpenAI$10.00$10.00
GPT-5.4 Image 2OpenAI$8.00$15.00
GPT-5 Image MiniOpenAI$2.50$2.00
Nano Banana Pro (Gemini 3 Pro Image)Google$2.00$12.00
Nano Banana Pro (Gemini 3 Pro Image Preview)Google$2.00$12.00
Nano Banana 2.1Google$1.50$7.50
Nano Banana 2 (Gemini 3.1 Flash Image)Google$0.50$3.00
Nano Banana 2 (Gemini 3.1 Flash Image Preview)Google$0.50$3.00
Nano Banana (Gemini 2.5 Flash Image)Google$0.30$2.50
Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)Google$0.25$1.50
Midjourney v6.1MidjourneyFreeFree
DALL-E 3OpenAIFree$40000.00
Stable Diffusion 3.5Stability AIFree$35000.00
FLUX.1 ProBlack Forest LabsFree$50000.00
Ideogram 2.0IdeogramFree$80000.00
Recraft V3RecraftFree$40000.00
Imagen 3GoogleFree$40000.00
Adobe Firefly 3AdobeFreeFree
Leonardo PhoenixLeonardo AIFreeFree
Frequently Asked Questions

AI speed is measured by time-to-first-token (TTFT) and tokens-per-second (TPS). TTFT measures how quickly the model starts responding. TPS measures how fast it generates output. Both matter for different use cases.

Speed varies by provider. Groq-hosted Llama achieves the fastest inference. Among major providers, Gemini Flash and GPT-4o Mini are consistently fast. Reasoning models like o3 and R1 are intentionally slower for better accuracy.

Smaller, faster models may sacrifice some quality. However, provider optimizations (quantization, speculative decoding) can speed up models without quality loss. The same model runs at different speeds on different providers.

AI Model Capacity & Efficiency Comparison | LM Market Cap