What we read

This is the text we read from https://promptql.io/pricing at 2026-11-03 08:20 UTC. Every figure in our PromptQL pricing guide was extracted from it.

Shared Context Architecture Security Pricing Docs Resources Sign in Request demo Shared Context Architecture Security Pricing Docs Resources Blog Insights, updates & stories SDK Build multiplayer AI agents How it works How and why it works App The Claude Cowork experience @Tag Multiplayer AI coworker for your team Essays PromptQL's writing on shared context Product Core features and capabilities For financial services Transform data workflow in FinServe For healthcare AI analysts for health data workflows For retail AI analysts for retail data workflows Case Studies Customer stories & outcomes Events Talks, conferences & meetups Sign in Request demo Try PromptQL PRICING Simple, per-user pricing Prices are shown per month. Start free with a few coworkers, add a usage budget when you need more, and move to dedicated infrastructure when your organization does. Playground Always free $0 / user / month Get started ✓ A free workspace to build multiplayer bots Team Starts at $40 / user / month Every user starts free. Pay only for users who need more in $40 increments, billed weekly. Get started ✓ Shared context: Knowledge, Skills, Semantic layer Enterprise Starts at $1,000 / month Consumption based with a monthly minimum commit Get started Everything in Team, plus: ✓ Unlimited users ✓ Single-tenant deployment Custom Priced to fit Talk to us Contract pricing Talk to us ✓ BYOC or self-hosted deployment ✓ Bring your own models ✓ Dedicated forward-deployed team Your model choice changes your mileage. OLUs are the normalized unit we use to measure usage across models. Frontier models like Claude Fable 5 and GPT-6 Astra consume the most OLUs; open-weight models like Kimi K3, DeepSeek V4 and GLM 5.3 do the same work for a fraction of the OLUs. Switch to different models for different bots — or even mid-thread. Model Type OLU multiplier (vs Opus 4.6) Input tokens / OLU Output tokens / OLU Cached tokens / OLU Cache creation tokens / OLU Notes Open-weight models · served via Fireworks DeepSeek V4 Flash 0731 Fireworks Open-weight 0.025x (40x cheaper) 952,400 595,200 6.0M 1.2M Served via Fireworks. 07/31 snapshot variant of DeepSeek V4 Flash. GLM-5.3 Flash Fireworks Open-weight 0.03x (33x cheaper) 1,333,300 400,000 6.7M 1.7M Z.ai multimodal model; served via Fireworks. $0.15/$0.03/$0.50 per 1M in/cached/out. Llama 3.3 70B Fireworks Open-weight 0.036x (28x cheaper) 493,800 617,300 6.2M 617,300 Meta; served via Fireworks. DeepSeek V4.1 Flash Fireworks Open-weight 0.04x (25x cheaper) 606,100 252,500 23.8M 757,600 Multimodal DeepSeek model with native vision; served via Fireworks. $0.22/$0.007/$0.66 per 1M in/cached/out. DeepSeek V4.1 Flash 1017 Fireworks Open-weight 0.06x (16.7x cheaper) 666,700 166,700 33.3M 10/17 snapshot; served via Fireworks. $0.30/$0.006/$1.20 per 1M in/cached/out. No separate cache-creation rate published. Qwen 3.7 Plus Fireworks Open-weight 0.071x (14x cheaper) 333,300 104,200 4.2M 416,700 Alibaba, vision-capable; served via Fireworks. Mistral Large 3 Fireworks Open-weight 0.077x (13x cheaper) 333,300 83,300 4.2M 416,700 Mistral AI; served via Fireworks. Kimi K2.7 Fireworks Open-weight 0.17x (5.8x cheaper) 140,400 41,700 1.8M 175,400 Moonshot AI 1T-param MoE; served via Fireworks. GLM-5.2 Fireworks Open-weight 0.23x (4.3x cheaper) 95,200 37,900 1.2M 119,000 Z.ai (Zhipu), MIT-licensed; served via Fireworks. DeepSeek V4 Pro 0813 Fireworks Open-weight 0.24x (4.2x cheaper) 101,000 42,100 3.6M 126,300 Official GA snapshot (0813) of DeepSeek V4 Pro; served via Fireworks. Supersedes the preview. $1.32/$0.044/$3.96 per 1M in/cached/out. DeepSeek V4 Pro (Fireworks) Fireworks Open-weight 0.25x (4x cheaper) 76,600 47,900 1.1M 95,800 Preview (deepseek-v4-pro), still billed at 0.25x / $1.74/$0.145/$3.48 per 1M in/cached/out; superseded by 0813. Served via Fireworks (what PromptQL uses for open-weight). GLM-5.3 Fireworks Open-weight 0.26x (3.8x cheaper) 142,900 45,500 769,200 178,600 Z.ai flagship model; served via Fireworks. $1.40/$0.26/