Cost Calculator
Compare 32 AI models for json extraction. Prices shown at 10K calls/month with default token counts.
Data extraction tasks parse unstructured text into structured output like JSON formats. Input includes the raw document that the model processes for structured data. Output is compact and well-structured, keeping output token costs relatively low overall.
Structured JSON output is compact and predictable, so cost is set almost entirely by how much source text you send. The schema itself is identical on every call and belongs in the cached prefix. This is also a task where a smaller model often matches a larger one: the output space is constrained by the schema, which limits how wrong a cheaper model can go.
Recommendations
Best quality
GPT 6 Astra
79/100 confidence
Best value
Gemini 3 Flash
86/100 confidence · $40/mo
Budget pick
GPT 6 Luna
75/100 confidence · $7/mo
Monthly estimates assume 3,000 input / 800 output tokens per call. Use the detailed page for custom calculations.
Confidence scores are a third-party benchmark snapshot from week 26 of 2026. This snapshot is 17 weeks old, so treat the scores as directional and validate against your own evals.
Structured JSON output is compact and predictable, so cost is set almost entirely by how much source text you send. The schema itself is identical on every call and belongs in the cached prefix. This is also a task where a smaller model often matches a larger one: the output space is constrained by the schema, which limits how wrong a cheaper model can go. Across the 32 models we track, a typical call uses about 3,000 input and 800 output tokens.
GPT 6 Luna from GPT is the lowest-cost model we track for json extraction, at roughly $7.00 for 10,000 calls per month. It scores 75 out of 100 on this task type.
GPT 6 Astra from GPT ranks highest for json extraction, scoring 79 out of 100. Confidence scores are a third-party benchmark snapshot from week 26 of 2026. This snapshot is 17 weeks old, so treat the scores as directional and validate against your own evals.
These are estimates based on published rates. Track your real spend with the free dashboard.