Benchmarking & Structural Alternatives
Comparison against Jev, Laya, Kev, and standard LLM inference runtimes| Architecture | Runtime Type | 10k Invocations | Memory Footprint | Median Latency | Deterministic Replay | Fail-Open |
|---|---|---|---|---|---|---|
| Fulcrum v4.2 | AHP + Zero-Shot Edge Classifier | $0.001 | 350 MB (15MB model-free) | 1.2 ms - 110 ms | 100% Deterministic (Saaty Math) | Active |
| Jev (System One) | Commercial Classifier API | $15.00 - $35.00 | Proprietary Cloud | 180 ms - 450 ms | No (Heuristic confidence) | None (Throws 429/500) |
| Laya (0.3.20) | Local Classifier Daemon | $0.00 (Self-Host) | 2.2 GB - 3.5 GB RSS | 140 ms - 320 ms | Partial (Score thresholds) | None (Worker exceptions) |
| Kev / Jeff | GPU Embedding Pipeline | $0.00 (GPU) | 6.0 GB+ VRAM | 85 ms (GPU) / 950 ms (CPU) | No | None |
| DeepSeek V4.1 / GPT-4o | Autoregressive Frontier Models | $50.00 - $120.00 | Remote API | 800 ms - 2,500 ms | No (Stochastic generation) | None |
Decision Workbench
Execute typed queries directly against the local or neural runtimeQuery Parameters
Raw Execution Telemetry
Idle// Results will appear here with audit trace and sub-cent debit calculations...
Community & Key Telemetry
Real-time aggregate key usage, promo redemptions, and active credit allocationsTotal Active Keys
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Total Invocations
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Active Promo Credit
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Top Promo Code
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Developer Onboarding, Promo Codes & API Keys
Claim access via promotional keys, generate a local sandbox key, or top up via StripeClaim Access via Promo Code
Zero BarrierEnter your invite code (e.g., KITSUNE-BETA, MOO-FRIEND, BUILDTOBER) to instantly receive a pre-funded live API key.
Provision Sandbox API Key
Generates an instant evaluation credential pre-funded with $500.00 trial credit.
Stripe Production Top-Up
Fund automated production credit allocations via Stripe checkout webhooks.
Real-Time Audit Log & Pings
Streaming health heartbeats, fail-open recoveries, and billing transactionsAwaiting system events...