Skip to content
JP the catJP the Cat

The AI coding cost & usage library

Straight answers on what your AI coding agents cost and how close you are to your limits — model pricing, calculators, rate-limit explainers, and honest comparisons. Claude Code, Codex, Grok, Muse Spark, OpenCode Zen, and OpenCode Go are tracked today; 59 more providers are on the roadmap.

Pricing accuracy

Local model IDs stay in the total

Coding agents log some models under their own IDs — Grok Build writes grok-4.7-build for Grok 4.7. JP maps 34 local and legacy IDs to the published rate they bill at, so those sessions are counted instead of omitted as unpriced.

See every Grok rate

Value benchmark

Best bang for the buck

Ranked from JP the Cat's bundled model pricing table using a standard coding-agent session — 500K input, 100K output, and 2000K cache-read tokens — then divided by qualitative effort (high / medium / low); models without an effort label are not ranked. Higher effort at lower session cost wins. Every non-Claude figure is notional list price, not subscription spend.

Best high effort

Muse Spark 1.3 Contributor

$0.07 / session · notional

Best medium effort

GLM 5.3 Flash

$0.19 / session · notional

Best low effort

MiMo V2.5

$0.10 / session · notional

Top models ranked by effort-adjusted value per standard coding session
#ModelEffortSession costBasis
1High$0.07Notional
2
GPT-5.6 LunaOpenAI (GPT / Codex)
High$0.26Notional
3
GLM 5.3 FlashOpenCode Zen / Go models
Medium$0.19Notional
4
MiMo V2.5OpenCode Zen / Go models
Low$0.10Notional
5Low$0.11Notional
6
GPT-6 LunaOpenAI (GPT / Codex)
Low$0.12Notional
7
LongCat 2.0OpenCode Zen / Go models
Medium$0.28Notional
8
Qwen 3.8 FlashOpenCode Zen / Go models
Low$0.15Notional

See blended $/MTok or tokens-to-dollars to model your own mix.