DecisionsApi vs ML Junction
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
DecisionsApi compared with ML Junction
| Detail | 
DecisionsApi | 
ML Junction |
|---|
| What it does | Text in. Decisions out.
| One API for every AI model with transparent per-request pricing
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| Stage | MVP
| Not given
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| Founded | Not given
| Not given
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| Based in | Not given
| IN
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| Pricing model | Paid
| Freemium
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| Pricing | One-time plans starting at $10 (100,000 credits), $100 (1,000,000 credits), and $1,000 (11,000,000 credits with 10% extra). Credits do not expire.
| Not given
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| Key features | - Structured answers with probability signals
- Online playground for testing models
- Choice, score, and yes-no decision types
- Multiple models available for comparison
- API key management
- Usage and request history tracking
| - Capability-safe fallback routing
- Sticky cache routing for prompt caching
- Per-request trust receipts
- Adaptive models with staged rollouts
- Automatic provider failover
- Spend caps and rate limiting governance
- Outcome tracking and performance monitoring
- OpenAI and Anthropic SDK compatibility
- Native provider batch jobs support
- OpenTelemetry export
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| What makes it different | - Multiple decision models in one playground and API
- Structured answers instead of generated text
- Probability signals with confidence scores
| - Unified API interface across all major AI model providers
- Transparent per-request billing with provider rates plus one routing fee
- Separated model and provider decisions prevent cascading failures
- Intelligent adaptive models that automatically upgrade based on your outcomes
- Preserves prompt caching through sticky routing
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 51 ▲ +51 (up) since last check | 1 ● no change since last check |
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| Trust Flow (Majestic) | 0 | 3 |
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| Citation Flow (Majestic) | 15 | 25 |
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| Referring domains (Majestic) | 8 | 14 |
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4 details filled in for both companies.
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