Valuein vs Financial Modeling Prep (FMP)
Same affordable, developer-first spirit — but point-in-time correct and auditable to the filing
The key difference
FMP wins on raw breadth-per-dollar. Valuein wins where it matters for backtests and AI agents: every figure is point-in-time correct, the universe includes delisted names, and every number carries a fact_id that resolves to the exact SEC filing — so your agent can't quietly serve a restated or hallucinated value.
Outcomes that matter
What you actually get done — not just a feature checklist.
| The job | Valuein | Financial Modeling Prep (FMP) |
|---|---|---|
| Backtest that survives out-of-sample | Point-in-time vintage + every delisted name | No PIT vintaging; survivorship not addressed |
| Audit any number an agent returns | fact_id → exact SEC filing, one click | Standardized values, no per-fact filing link |
| Let AI agents do the work safely | MCP + temperature-0 + human-in-the-loop | Official MCP (250+ tools), no safety layer |
| Entry price | $0 free tier, then $49/mo | Free tier, then reported ~$22–$149/mo |
Feature Comparison
| Feature | Valuein | Financial Modeling Prep (FMP) |
|---|---|---|
| Point-in-Time | accepted_at vintage — no look-ahead | No advertised PIT vintaging |
| Survivorship Bias | All delisted companies included | Not addressed |
| Per-fact Audit Trail | fact_id → SEC filing on every figure | No per-fact filing lineage |
| Published Accuracy | CI-gated consistency baseline, public | Accuracy complaints reported in dev forums |
| AI Agent Access | MCP + agent-safety guardrails | Official MCP — broad, no governance layer |
| History Depth | 1993 → present | Up to ~30 years (top tier) |
| Format | Columnar Parquet — DuckDB-native | REST/JSON |
Financial Modeling Prep (FMP) details and pricing are based on publicly available information as of June 2026 and may have changed — verify on their site. Where a competitor's figure is vendor-reported or estimated, we say so.
Where Financial Modeling Prep (FMP) is stronger
- FMP covers far more ground per dollar — global markets, transcripts, ETF/fund holdings, prices
- FMP's MCP server exposes 250+ tools across many asset classes
- FMP is cheaper at the entry paid tier (reported ~$22/mo vs $49/mo)
Best for
Quants and AI builders who need SEC fundamentals that are point-in-time correct and auditable — and are willing to use FMP or another source for prices and global breadth.
Frequently asked questions
Is Valuein a good alternative to Financial Modeling Prep?
Yes, if you need point-in-time-correct, survivorship-free SEC fundamentals you can audit to the filing — especially for backtesting or AI agents. FMP is the better pick if you want the widest cheap coverage across global markets, transcripts, and prices in one key.
Does FMP offer point-in-time data?
FMP does not advertise point-in-time vintaging or restatement handling. Valuein stores an accepted_at vintage so a backtest sees only what was known on each date, with no look-ahead or survivorship bias.
Both have an MCP server — what's different?
FMP's MCP is a broad data connector (250+ tools). Valuein's MCP adds an agent-safety layer — temperature-0 runs, a human-in-the-loop approval ledger, and a fact_id on every number so the agent's output is auditable to the source filing.
Start comparing today
No credit card. Free S&P500 data immediately, then Pro at $49/mo or Institutional at $499/mo. No sales call — just data.