Cost Calculator

How much does api generation cost?

Compare 14 AI models for api generation. Prices shown at 10K calls/month with default token counts.

Code generation tasks send a natural language prompt and receive executable code back. Token usage tends to be input-heavy with system instructions and added context. Output scales with the complexity of the code the model generates.

What drives api generation cost

Endpoint generation is the most output-heavy code task tracked here: 3K in for the spec, 6K out for handlers, types, validation, and error paths. Output pricing is therefore the whole ballgame, and the gap between a flagship and a mid-tier model at 6K output tokens compounds fast across a large API surface. Generating one resource at a time costs less than one giant multi-resource prompt.

Recommendations

Top picks for api generation

Best quality

Claude Opus 4.8

95/100 confidence

Best value

Claude Sonnet 5

93/100 confidence · $140/mo

Budget pick

GPT 5.6 Luna

70/100 confidence · $16/mo

Frequently asked questions

How much does api generation cost per API call?

Endpoint generation is the most output-heavy code task tracked here: 3K in for the spec, 6K out for handlers, types, validation, and error paths. Output pricing is therefore the whole ballgame, and the gap between a flagship and a mid-tier model at 6K output tokens compounds fast across a large API surface. Generating one resource at a time costs less than one giant multi-resource prompt. Across the 14 models we track, a typical call uses about 3,000 input and 6,000 output tokens.

What is the cheapest model for api generation?

GPT 5.6 Luna from GPT is the lowest-cost model we track for api generation, at roughly $16.00 for 10,000 calls per month. It scores 70 out of 100 on this task type.

Which model is best for api generation?

Claude Opus 4.8 from Claude ranks highest for api generation, scoring 95 out of 100. Confidence scores are a third-party benchmark snapshot from week 29 of 2026. This snapshot is 8 weeks old, so treat the scores as directional and validate against your own evals.

See your real api generation costs

These are estimates based on published rates. Track your real spend with the free dashboard.