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LLM Pulse

State of the market

Trends

Aggregate view of the 6069-model catalog: what capabilities are standard, where prices sit, which labs charge what, and what has been moving lately. Computed at build time from the same open snapshot as every other page.

Capability adoption

  • reasoning
    4083 · 67%
  • tool call
    5102 · 84%
  • structured output
    2938 · 48%
  • vision / attachments
    3034 · 50%
  • audio input
    441 · 7%
  • open weights
    133 · 2%

Price distribution

blended price /M · 5062 priced models
  • $0
    0
  • < $0.25
    972
  • $0.25 – $1
    1615
  • $1 – $3
    1189
  • $3 – $10
    874
  • $10 – $30
    328
  • ≥ $30
    84

Median prices by lab

Labs with ≥ 3 priced models. Bars scaled to the most expensive median.

Context vs price

Each dot is one priced model with a known context window. Green dots are open-weights models — the frontier of cheap-and-large lives mostly on that side.

$0.03$1$308K128K1Mbest blended price /M (log)context window (log)Qwen Flash — $0.14/M blendedQwen Max — $2.80/M blendedQwen-Omni Turbo — $0.12/M blendedQwen Plus — $0.60/M blendedQwen Turbo — $0.09/M blendedQwen-VL Max — $1.40/M blendedQwen-VL Plus — $0.32/M blendedQwen2.5-VL 72B Instruct — $4.20/M blendedQwen3 235B-A22B — $1.22/M blendedQwen3 32B — $1.22/M blendedQwen3-Coder 30B-A3B Instruct — $0.90/M blendedQwen3-Coder 480B-A35B Instruct — $3.00/M blendedQwen3 Coder Flash — $0.60/M blendedQwen3 Coder Next — $0.68/M blendedQwen3 Coder Plus — $2.00/M blendedQwen3 Max — $2.40/M blendedQwen3-Next 80B-A3B Instruct — $0.41/M blendedQwen3-Next 80B-A3B (Thinking) — $0.41/M blendedQwen3 VL 235B A22B Instruct — $0.70/M blendedQwen3-VL Plus — $0.55/M blendedQwen3.5 122B-A10B — $1.10/M blendedQwen3.5 27B — $0.82/M blendedQwen3.5 35B-A3B — $0.69/M blendedQwen3.5 397B-A17B — $1.35/M blendedQwen3.5 Flash — $0.18/M blendedQwen3.5 Plus — $0.90/M blendedQwen3.6 27B — $0.71/M blendedQwen3.6 35B-A3B — $0.26/M blendedQwen3.6 Flash — $0.42/M blendedQwen3.6 Max Preview — $2.92/M blendedQwen3.6 Plus — $1.13/M blendedQwen3.7 Flash — $0.06/M blendedQwen3.7 Max — $3.75/M blendedQwen3.7 Plus — $0.70/M blendedQwen3.8 2.4T A95B — $3.00/M blendedQwen3.8 27B — $1.24/M blendedQwen3.8 Max — $3.00/M blendedQwQ Plus — $1.20/M blendedClaude Sonnet 3.7 — $6.00/M blendedClaude Fable 5 — $20.00/M blendedClaude Haiku 4.5 (latest) — $2.00/M blendedClaude Haiku 4.5 — $2.00/M blendedClaude Opus 4.1 — $30.00/M blendedClaude Opus 4 — $30.00/M blendedClaude Opus 4.5 (latest) — $10.00/M blendedClaude Opus 4.5 — $10.00/M blendedClaude Opus 4.6 — $10.00/M blendedClaude Opus 4.7 — $10.00/M blendedClaude Opus 4.8 — $10.00/M blendedClaude Opus 5 — $10.00/M blendedClaude Sonnet 4 — $6.00/M blendedClaude Sonnet 4.5 (latest) — $6.00/M blendedClaude Sonnet 4.5 — $6.00/M blendedClaude Sonnet 4.6 — $6.00/M blendedClaude Sonnet 5 — $4.00/M blendedTrinity Large Thinking — $0.38/M blendedTrinity Mini — $0.07/M blendedSeed 2.0 Code — $1.13/M blendedSeed 2.0 Lite — $0.69/M blendedSeed 2.0 Mini — $0.18/M blendedCommand A — $4.38/M blendedCommand A Plus — $4.38/M blendedCommand A Reasoning — $4.38/M blendedCommand A Translate — $4.38/M blendedCommand A Vision — $4.38/M blendedCommand R — $0.26/M blendedCommand R+ — $4.38/M blendedCommand R7B — $0.07/M blendedCommand R7B Arabic — $0.07/M blendedDeepSeek Chat — $0.18/M blendedDeepSeek OCR 2 — $0.03/M blendedDeepSeek-R1 — $1.15/M blendedDeepSeek-R1-Distill-Qwen-32B — $0.30/M blendedDeepSeek Reasoner — $0.18/M blendedDeepSeek-V3 — $0.48/M blendedDeepSeek V3 0324 — $0.48/M blendedDeepSeek-V3.1 — $0.42/M blendedDeepSeek V3.2 — $0.30/M blendedDeepSeek V4 Flash — $0.10/M blendedDeepSeek V4 Flash 0731 — $0.10/M blendedDeepSeek V4 Flash Vision Exp — $0.33/M blendedDeepSeek V4 Pro — $0.54/M blendedDeepSeek V4 Pro 0813 — $0.99/M blendedDeep Research Max Preview — $4.50/M blendedGemini Deep Research Preview — $4.50/M blendedGemini 2.0 Flash — $0.18/M blendedGemini 2.0 Flash-Lite — $0.09/M blendedGemini 2.5 Computer Use Preview — $3.44/M blendedGemini 2.5 Flash — $0.61/M blendedNano Banana — $0.85/M blendedGemini 2.5 Flash-Lite — $0.10/M blendedGemini 2.5 Pro — $2.40/M blendedGemini 3 Flash Preview — $1.13/M blendedNano Banana Pro — $4.50/M blendedNano Banana Pro — $4.50/M blendedGemini 3 Pro Preview — $4.50/M blendedNano Banana 2 — $1.13/M blendedNano Banana 2 — $1.13/M blendedGemini 3.1 Flash Lite — $0.56/M blendedNano Banana 2 Lite — $0.56/M blendedGemini 3.1 Flash Lite Preview — $0.56/M blendedGemini 3.1 Flash Live Preview — $1.69/M blendedGemini 3.1 Flash TTS Preview — $5.75/M blendedGemini 3.1 Pro Preview — $4.50/M blendedGemini 3.1 Pro Preview Custom Tools — $4.50/M blendedGemini 3.5 Flash — $3.38/M blendedGemini 3.5 Flash Lite — $0.85/M blendedGemini 3.5 Live Translate Preview — $7.88/M blendedGemini 3.6 Flash — $1.50/M blendedGemini 3.7 Flash — $0.75/M blendedGemini Embedding 001 — $0.11/M blendedGemini Embedding 2 — $0.15/M blendedGemini Flash Latest — $1.50/M blendedGemini Flash-Lite Latest — $0.56/M blendedGemini Omni Flash Preview — $3.38/M blendedGemini Robotics-ER 1.6 Preview — $2.00/M blendedGemma 4 26B A4B IT — $0.10/M blendedGemma 4 31B IT — $0.14/M blendedGemma 4 E2B IT — $0.10/M blendedGemma 4 E4B IT — $0.04/M blendedGranite-4.0-H-Small — $0.11/M blendedLongCat-2.0 — $0.52/M blendedLlama-3.1-8B-Instruct — $0.03/M blendedLlama-3.2-11B-Vision-Instruct — $0.06/M blendedLlama-3.3-70B-Instruct — $0.29/M blendedMuse Glimmer 30B — $0.50/M blendedMuse Spark 1.1 — $2.00/M blendedMuse Spark 1.2 — $2.00/M blendedMiniMax-M2 — $0.52/M blendedMiniMax-M2.1 — $0.52/M blendedMiniMax-M2.5 — $0.52/M blendedMiniMax-M2.5-highspeed — $1.05/M blendedMiniMax-M2.7 — $0.52/M blendedMiniMax-M2.7-highspeed — $1.05/M blendedMiniMax-M3 — $0.52/M blendedCodestral (latest) — $0.45/M blendedDevstral 2 — $0.80/M blendedDevstral 2 (latest) — $0.80/M blendedMagistral Medium (latest) — $2.75/M blendedMistral Large 2.1 — $3.00/M blendedMistral Large 3 — $0.75/M blendedMistral Large (latest) — $0.75/M blendedMistral Medium 3 — $0.80/M blendedMistral Medium 3.5 — $3.00/M blendedMistral Medium (latest) — $0.80/M blendedMistral Nemo — $0.15/M blendedMistral Small 3.2 — $0.15/M blendedMistral Small 4 — $0.26/M blendedMistral Small (latest) — $0.26/M blendedPixtral 12B — $0.15/M blendedPixtral Large (latest) — $3.00/M blendedVoxtral Small (latest) — $0.15/M blendedKimi K2 Thinking — $0.85/M blendedKimi K2 Thinking Turbo — $2.86/M blendedKimi K2.5 — $0.70/M blendedKimi K2.6 — $1.02/M blendedKimi K2.7 Code — $1.35/M blendedKimi K2.7 Code Highspeed — $3.42/M blendedKimi K3 — $5.25/M blendedNemotron 3 Nano 30B A3B — $0.09/M blendedNemotron 3 Nano Omni 30B A3B Reasoning — $0.18/M blendedNemotron 3 Super 120B A12B — $0.10/M blendedNemotron 3 Ultra 550B A55B — $0.93/M blendedNemotron 3.5 Lightning 30B A3B — $0.09/M blendedNemotron Nano 12B v2 VL — $0.30/M blendedNemotron Nano 9B v2 — $0.10/M blendedGPT-3.5-turbo — $0.69/M blendedGPT-4 — $37.50/M blendedGPT-4 Turbo — $13.50/M blendedGPT-4.1 — $3.15/M blendedGPT-4.1 mini — $0.62/M blendedGPT-4.1 nano — $0.16/M blendedGPT-4o — $2.19/M blendedGPT-4o (2024-05-13) — $7.50/M blendedGPT-4o (2024-08-06) — $4.38/M blendedGPT-4o (2024-11-20) — $4.38/M blendedGPT-4o mini — $0.13/M blendedGPT-5 — $3.08/M blendedGPT-5 Chat (latest) — $3.44/M blendedGPT-5-Codex — $3.08/M blendedGPT-5 Mini — $0.61/M blendedGPT-5 Nano — $0.12/M blendedGPT-5 Pro — $38.00/M blendedGPT-5.1 — $3.08/M blendedGPT-5.1 Chat — $3.44/M blendedGPT-5.1 Codex — $3.08/M blendedGPT-5.1 Codex Max — $3.08/M blendedGPT-5.1 Codex mini — $0.61/M blendedGPT-5.2 — $4.45/M blendedGPT-5.2 Chat — $4.81/M blendedGPT-5.2 Codex — $4.45/M blendedGPT-5.2 Pro — $51.75/M blendedGPT-5.3 Chat (latest) — $4.81/M blendedGPT-5.3 Codex — $4.45/M blendedGPT-5.3 Codex Spark — $4.81/M blendedGPT-5.4 — $5.15/M blendedGPT-5.4 mini — $1.51/M blendedGPT-5.4 nano — $0.41/M blendedGPT-5.4 Pro — $60.25/M blendedGPT-5.5 — $10.23/M blendedGPT-5.5 Instant — $11.25/M blendedGPT-5.5 Pro — $61.36/M blendedGPT-5.6 Luna — $0.23/M blendedGPT-5.6 Sol — $5.63/M blendedGPT-5.6 Terra — $2.25/M blendedGPT OSS 120B — $0.07/M blendedGPT OSS 20B — $0.06/M blendedGPT OSS Safeguard 120B — $0.26/M blendedGPT-Realtime-2.1 — $9.00/M blendedo1 — $24.00/M blendedo1-pro — $240.00/M blendedo3 — $3.15/M blendedo3-deep-research — $15.75/M blendedo3-mini — $1.74/M blendedo3-pro — $31.50/M blendedo4-mini — $1.74/M blendedo4-mini-deep-research — $3.15/M blendedWhisper 3 Large — $0.00/M blendedWhisper Large v3 Turbo — $0.00/M blendedSonar — $0.81/M blendedSonar Deep Research — $3.50/M blendedSonar Pro — $6.00/M blendedSonar Reasoning Pro — $3.50/M blendedLaguna M.1 — $0.25/M blendedLaguna S 2.1 — $0.11/M blendedLaguna XS 2.1 — $0.07/M blendedFugu Ultra — $11.25/M blendedSakana Namazu — $1.71/M blendedSarvam 105B — $0.07/M blendedSarvam 30B — $0.04/M blendedStep 3.5 Flash — $0.14/M blendedStep 3.5 Flash 2603 — $0.15/M blendedStep 3.7 Flash — $0.42/M blendedHy3 — $0.11/M blendedHy3 preview — $0.27/M blendedInkling — $1.72/M blendedInkling Small — $0.64/M blendedSolar Pro 2 — $0.25/M blendedSolar Pro 3 — $0.25/M blendedSolar Pro 4 — $0.05/M blendedGrok 4.20 (Non-Reasoning) — $1.56/M blendedGrok 4.20 (Reasoning) — $1.56/M blendedGrok 4.3 — $1.56/M blendedGrok 4.5 — $3.00/M blendedGrok 4.6 — $2.25/M blendedGrok Build 0.1 — $1.25/M blendedMiMo-V2-Flash — $0.15/M blendedMiMo-V2-Omni — $0.80/M blendedMiMo-V2-Pro — $1.50/M blendedMiMo-V2.5 — $0.18/M blendedMiMo-V2.5-Pro — $0.54/M blendedMiMo-V2.5-Pro-UltraSpeed — $1.63/M blendedGLM-4.5 — $1.00/M blendedGLM-4.5-Air — $0.43/M blendedGLM-4.5V — $0.90/M blendedGLM-4.6 — $1.00/M blendedGLM-4.6V — $0.45/M blendedGLM-4.7 — $1.00/M blendedGLM-4.7-FlashX — $0.15/M blendedGLM-5 — $1.55/M blendedGLM-5.1 — $2.15/M blendedGLM-5.2 — $2.15/M blendedGLM-5V-Turbo — $9.25/M blended

Change pulse

  • repriced
    21
  • new provider
    10
  • capability
    3
  • context
    2
  • new model
    1