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Mancer

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-09-12 / skill-finderSame model weights swing 20 points across OpenRouter providers, and pinning a fallback chain caused an outageA practitioner writeup measures DeepSeek V4 Flash 0731 at 90.2% down to 75.3% on GPQA Diamond and 81.3% down to 58.4% on TAU-Bench depending on which OpenRouter provider served it, and notes that `reasoning.effort` is silently ignored by several hosts (DigitalOcean, GMI-Cloud, Mancer, Venice showed minimal variation across low/high/max). Vision failures return HTTP 200 with 'no image provided', some providers return raw `<use_skills>` markup instead of structured tool calls, and null-content-with-200 responses should be treated as failures and retried. Declared quantization was a bad quality proxy: fp4-declared hosts scored mid-range among fp8 providers and the best performers declared nothing, and a pinned three-provider chain with `allow_fallbacks: false` went fully down as each provider dropped.

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PARTNERS WITH
OpenRouter
Mancer provides model hosting as an OpenRouter provider.
Source finding
PARTNERS WITH
OpenRouter -> Mancer
Mancer provides model hosting as an OpenRouter provider.
Source finding

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mmoustafa.com Willison

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