AI CTRL Ratecard

★ Standard Model

Universal Credits powered by GPT-5 mini

100

Credits

117.65 M

Tokens

Based on standard usage patterns with a 9:1 input-to-output ratio. Credits work across all models — token allocations vary by model capability.

OpenAIAnthropicGooglePerplexity⬆ More tokens than GPT-5 mini

GPT-5, GPT-4.1, GPT-4o, and o-series reasoning models

Model	Input Tokens / 100 CR	Output Tokens / 100 CR
GPT-5 miniStandard General chat, analysis, and light coding	200M	25M
GPT-4.1 Strong coding and long-context instruction following	25M	6.25M
GPT-4o Vision and general multimodal assistants	20M	5M
GPT-4o mini Budget multimodal chat, vision, and simple extraction	333.33M	83.33M
GPT-5 nano Summaries, tagging, and high-volume triage	1B	125M
GPT-5 Pro Deep analysis and planning with extended thinking	3.33M	416.67K
GPT-5.1 Everyday coding and agent-style tasks	40M	5M
GPT-5.1 Codex Economical coding, implementation, and code review	40M	5M
GPT-5.2 Coding, tool use, and multimodal workflows	28.57M	3.57M
GPT-5.2 Codex IDE-style edits, debugging, and repo-aware changes	28.57M	3.57M
GPT-5.2 Pro Very demanding reasoning, long-form analysis, complex decisions	2.38M	297.62K
GPT-5.3 Codex Agentic coding, refactors, and multi-file software work	28.57M	3.57M
GPT-5.4 Coding, agents, math, and broad analysis	20M	3.33M
GPT-5.4 Mini Quick iterations, lighter coding, and tool-heavy workflows	66.67M	11.11M
GPT-5.4 Nano Snippets, small fixes, classification, and routing	250M	40M
GPT-5.4 Pro Hardest problems, maximum precision, long-running work	1.67M	277.78K
o3 STEM, logic, and careful step-by-step analysis	25M	6.25M
o3 Deep Research Long reports, due diligence, and literature-style synthesis	5M	1.25M
o4-mini Cost-efficient math, logic, and structured reasoning	45.45M	11.36M
o4-mini Deep Research Faster, more affordable deep research model	25M	6.25M

Claude Opus, Sonnet, and Haiku model families

Model	Input Tokens / 100 CR	Output Tokens / 100 CR
Claude Haiku 3 Maximum economy and minimum latency at high scale	200M	40M
Claude Haiku 4.5 High-volume assistants and chat with strong answer quality	50M	10M
Claude Opus 4 Broad flagship-quality coding, analysis, and writing	3.33M	666.67K
Claude Opus 4.1 Premium coding, instruction following, and high-stakes work	3.33M	666.67K
Claude Opus 4.5 Elite reasoning, research depth, and strategic analysis	10M	2M
Claude Opus 4.6 Hardest agents, complex coding, and very long documents	10M	2M
Claude Sonnet 4 Implementation, documentation, and general software tasks	16.67M	3.33M
Claude Sonnet 4.5 Product engineering, coding, and long-context sessions (up to 1M with opt-in context)	16.67M	3.33M
Claude Sonnet 4.6 Coding, agent planning, and drafting with strong long-context reasoning	16.67M	3.33M

Gemini Pro, Flash, and Flash-Lite models

Model	Input Tokens / 100 CR	Output Tokens / 100 CR
Gemini 2.0 Flash Balanced multimodal assistant	500M	125M
Gemini 2.0 Flash-Lite Simple input–output and minimum spend per request	666.67M	166.67M
Gemini 2.5 Flash Chat, summarization, and extraction at large scale	166.67M	20M
Gemini 2.5 Flash-Lite Routing, translation, and extremely high request volume	500M	125M
Gemini 2.5 Pro Complex code, deep analysis, and very long context	40M	5M
Gemini 3 Flash Fast multimodal work, thinking-style tasks, large context	100M	16.67M
Gemini 3 Pro Complex analysis, coding, and multimodal assistants (preview)	25M	4.17M
Gemini 3.1 Flash-Lite High-throughput tasks where cost and speed both matter	200M	33.33M
Gemini 3.1 Pro Agents, coding, and multimodal reasoning (preview)	25M	4.17M

Sonar search-grounded models

Model	Input Tokens / 100 CR	Output Tokens / 100 CR
Sonar Web-grounded answers	50M	50M
Sonar Deep Research Long reports, due diligence, and literature-style synthesis	25M	6.25M
Sonar Pro Multi-step research questions, broad sources, nuanced synthesis	16.67M	3.33M
Sonar Reasoning Structured analysis grounded in live search results	50M	10M
Sonar Reasoning Pro Deep multi-step reasoning over retrieved web evidence	25M	6.25M

Documentation Index