Prompt
Why can't I get full historical data from this API?
Latest observation
Oct 8, 2026
OpenAI APIWeb search: off
There are a few common reasons an API won’t give you “full historical data,” even if it looks like it should:
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Built-in data retention limits
- The provider may only store or expose a certain window of history (e.g., last 30 days, 1 year, 5 years).
- Older data may exist internally but not be available through the public API.
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Subscription / plan restrictions
- Full history may be reserved for paid tiers or enterprise access.
- Free or lower-tier plans often return only recent or limited records.
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Endpoint-specific limits
- Some endpoints only support recent data or aggregated snapshots, not full raw history.
- “Historical” might mean candle/bar data, while tick-level history is unavailable.
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Pagination or max-record limits
- APIs often cap results per request.
- If you don’t paginate properly, you’ll only get the first batch and think the history is missing.
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Date-range constraints
- The API may require you to query in chunks.
- Some APIs reject very large ranges or silently truncate them.
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Rate limiting / throttling
- If you request too much too quickly, the API may return partial results or errors.
- You might need to slow down or add retries.
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Data availability / licensing
- Historical data can be limited by exchange rules, market licensing, or source-provider agreements.
- Certain regions, instruments, or time periods may be unavailable.
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Timezone / parameter issues
- If you pass incorrect timestamps, the API may return a smaller range than expected.
- Off-by-one errors in start/end dates are very common.
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Gaps in source data
- The provider may simply not have older data for certain assets, symbols, or markets.
If you want, paste:
- the API name,
- the endpoint you’re calling,
- your request parameters,
- and a sample response,
and I can help pinpoint the exact reason.