Insight vs Induction
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Insight compared with Induction
| Detail | 
Insight | 
Induction |
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| What it does | Decision-input integrity for AI agents and oracle risk intelligence
| Agent optimization layer that automatically optimizes agent workloads to extend context windows and reduce costs
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| Stage | Not given
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Freemium
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| Pricing | Free: 100 trial credits after email verification. Paid plans: Developer $209.92/month (2,519 USDC annually) with 60,000 credits/month; Team $1007.42/month (12,089 USDC annually) with 300,000 credits/month; Scale $3207.42/month (38,489 USDC annually) with 1,000,000 credits/month; Enterprise custom pr
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| Key features | - Multi-source oracle price comparison across 10 providers
- Cross-chain coverage across EVM, Solana and Cosmos chains
- 15-minute price snapshots with on-demand verification
- Pre-trade assessment for proposed trades, loans, and actions
- EIP-712 signed portable proofs and attestations
- Position stress testing against protocol thresholds
- Oracle Watch monitoring for changing conditions
- REST API, AI/MCP, and Guard SDK integration paths
- Batch query priority queue for teams and high-volume applications
- 90-day historical snapshots and reliability rankings
| - Automatically removes redundant and stale context from agent workflows in real time
- Reduces token usage by 37–67% across agent workloads
- Maintains baseline pass rates and success rates without code changes
- Extends context windows for longer-running workflows
- Zero code changes required for integration
- Continually monitors and learns agent workloads
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| What makes it different | - Evidence that travels with the decision through signed portable proofs
- Explainable assessments showing oracle source, agreement, and freshness before execution
- Pay only for evidence your system actually uses via per-call credit metering
- One credit wallet across all endpoints without feature gates
- Machine-native x402 protocol for autonomous agents to discover and pay per check
| - Reduces agent inference costs by 37–67% while maintaining the same success rates
- Works transparently with zero code changes required
- Focuses optimization on removing wasted tokens while keeping success rates high
- Enables teams to take on more ambitious problems with the same resources
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 3 ▼ −1 (down) since last check | 12 ● no change since last check |
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| Trust Flow (Majestic) | 2 | 8 |
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| Citation Flow (Majestic) | 25 | 29 |
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| Referring domains (Majestic) | 22 | 42 |
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3 details filled in for both companies.
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