ParseTx vs. the alternatives
Side-by-side comparison of transaction enrichment APIs — price, speed, accuracy, and features.
| Feature | ParseTx BEST VALUE | Easy Enrichment | Fina Money | Ntropy | Raw Gemini Flash (DIY) |
|---|---|---|---|---|---|
| Pricing (per transaction) |
5K free/mo then $0.001 Metered via Stripe |
$0.01–0.02
Verified Jun 2026 1¢ at $100 tier; 2¢ entry |
$0.01
Verified Jun 2026 $10 / 1k requests |
Custom
Enterprise only Contact sales |
~$0.00007
Token cost only — add infra, retries, ops |
| vs. ParseTx cost ratio | 1× (baseline) | 10–20× | 10× | Unknown | 0.07× (raw tokens) |
| Free tier | ✅ 5,000 tx/mo (Sandbox Keys) | ⚠️ 20 trial calls only | ✅ Yes | ❌ No | ✅ Gemini free tier (RPM limited) |
| Batch support | ✅ Up to 500 (async) | ✅ Yes | ✅ Yes | ✅ Yes | ⚠️ High timeout risk |
| Latency (cache hit) | ✅ <50ms (edge KV) | ⚠️ ~287ms avg | ⚠️ ~500ms avg | ✅ Fast | ❌ 2–4 seconds |
| Deterministic output | ✅ Yes (KV cache + Tier-0 DB) | ✅ Yes | ✅ Yes | ✅ Yes | ❌ Hallucination risk |
| Tier-0 instant fast-path | ✅ 260+ merchants, <1ms | ❌ No | ❌ No | Unknown | ❌ No |
| MCC codes | ✅ Yes | ✅ Yes | ❌ No | ✅ Yes | ⚠️ Often hallucinates |
| Subscription flag | ✅ Yes | ✅ Yes | ✅ Yes | ✅ Yes | ⚠️ Inconsistent |
| Canonical domain | ✅ Yes | ✅ Yes | ✅ Yes | ✅ Yes | ⚠️ Often guesses |
| Per-item error isolation | ✅ Yes (never fails batch) | Unknown | Unknown | Unknown | ❌ No (single failure = 500) |
| Self-serve signup | ✅ Yes | ✅ Yes | ✅ Yes | ❌ Contact sales | ✅ Yes |
| Open benchmark published | ✅ Yes — 104 test cases | ❌ No | ❌ No | ❌ No | N/A |
Published Accuracy Benchmark
Tested against 104 real-world messy bank strings with known-correct answers.
Run it yourself: npm test --prefix api -- benchmark
on known merchants
on unknown strings
for all fast-path hits
tested
Per-category accuracy (Tier-0 fast-path)
* Tier-0 resolves top ~260 merchants instantly from an in-memory database. Unknown merchants fall through to KV cache, then Gemini Flash. No competitor publishes a comparable benchmark.
Monthly Cost Calculator
Estimate costs based on monthly transaction volume.
ParseTx
Easy Enrichment
Fina Money
Ntropy
Raw Gemini Flash
Migration Guides
Coming from Easy Enrichment?
ParseTx costs 10× less at volume ($0.001 vs $0.01/req), comes with a 5,000 free transaction Sandbox Tier (vs 20 trial calls), and hits your most common merchants from an in-memory fast-path in under 1ms. The response schema is very similar — swap the base URL and API key.
Coming from Fina Money?
ParseTx is a drop-in replacement at 10× lower cost and includes standard ISO MCC codes, which Fina currently lacks. Batch up to 500 transactions asynchronously. Free tier included — no credit card required to start.
Coming from DIY Gemini?
Stop paying 3-second latency penalties and writing retry logic. ParseTx wraps Gemini Flash with a validated response schema, a 30-day KV cache, per-item error isolation, and a Tier-0 fast-path that resolves common merchants with zero LLM cost.
Try ParseTx today
5,000 free tx/mo on Sandbox Keys. $0.001 per transaction on Production Keys. No monthly minimums.
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