OpenAI GPT pricing for enrichment
All 9 OpenAI models OpenClay supports, listed most capable first, with what 1,000 enriched rows cost on each once search fees are included.
Updated August 2026
OpenAI · 9 models · keys start with sk-
Most capable
GPT-5.6 Sol
$55.45 per 1,000 rows
Lowest cost per row
GPT-5 Nano
$10.47 per 1,000 rows
How OpenAI bills web search
OpenAI bills web search at $10 per 1,000 calls plus the search content itself as input tokens, roughly 8k per search. On a short enrichment prompt that overhead is the dominant cost, not the prompt.
Worth knowing
The GPT-5 family reasons by default. OpenClay sends an explicit low reasoning effort so a one-line lookup isn't billed for deliberation it doesn't need. Minimal effort is deliberately not used, because web search rejects it.
Every GPT model
| Model | Input | Output | Context | Per 1k rows |
|---|---|---|---|---|
GPT-5.6 Sol gpt-5.6-sol Hardest research questions; expensive per row, so test first | $5 | $30 | 400k | $55.45 |
GPT-5.6 Terra gpt-5.6-terra Strong reasoning for research that needs judgement, not just lookup | $2 | $12 | 400k | $28.18 |
GPT-5.6 Luna gpt-5.6-luna Newest small model, the cheapest sensible default for OpenAI | $0.2 | $1.2 | 400k | $11.82 |
GPT-5.4 gpt-5.4 Pin this to reproduce a run already validated on GPT-5.4 | $2.5 | $15 | 400k | $32.73 |
GPT-5.4 Mini gpt-5.4-mini Step up from Mini when answers need a little more care | $0.75 | $4.5 | 400k | $16.82 |
GPT-5.1 gpt-5.1 Mature flagship if you'd rather not run a newer release | $1.25 | $10 | 400k | $21.71 |
GPT-5 gpt-5 Original GPT-5, kept for reproducibility | $1.25 | $10 | 400k | $21.71 |
GPT-5 Mini gpt-5-mini Well-understood workhorse for high-volume simple lookups | $0.25 | $2 | 400k | $12.34 |
GPT-5 Nano gpt-5-nano Cheapest tokens anywhere here, but the weakest at open-web research | $0.05 | $0.4 | 400k | $10.47 |
Using your OpenAI key
- Get a key from OpenAI Platform. Keys start with
sk-. - Paste it into OpenClay. It stays in browser memory for the tab, never written to disk, a database, a log or a cookie.
- Test five rows for an exact per-row cost before running the batch.
- If you hit rate limits, lower the parallel-requests slider. Failed rows retry automatically with exponential backoff.
Compare against other providers
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