Models

Owner → Hermes → Specialist Agents
DCP READ-ONLY: CONNECTED DEVELOPMENT / UI PREVIEW DCP BATCH 5/6 SOAK IN PROGRESS TELEMETRY: UNKNOWN COMMAND EXECUTION LOCKED

Model Registry

Data provenance: REAL MOCK STATIC CONFIG UNKNOWN· REAL = live read-only DCP · MOCK = demo, never production truth · STATIC CONFIG = documented defaults · UNKNOWN = not safely queryable
Runtime model assignment data is not safely queryable from read-only DCP yet. All rows below are MOCK demo placeholders and NOT current current provider assignments.

Future provider support (not configured unless verified)

OpenAI Anthropic Google Qwen local models other router providers
Display nameModel IDProviderCapabilityAvailabilityPreferred forUsed byFallback forFallback prioLatencyCostSuccess
Example Frontier Codeexample-frontier-codeexample-providercode, reasoning, long-contextMOCKcoding, refactor, complex reasoningdeveloperhermes, qa, security11450.0 ms$X / $Y per Mtok (example)94%
Example Fast Generalexample-fast-generalexample-providergeneral, fast, cheapMOCKrouting, summaries, classificationhermesdeveloper, devops2420.0 ms$X / $Y per Mtok (example)90%
Example Review Strongexample-review-strongexample-provider-2review, security, reasoningMOCKcode review, security auditqa, security—21800.0 ms$X / $Y per Mtok (example)92%
Example Ops Runnerexample-ops-runnerexample-provider-2ops, structured-outputMOCKrelease prep, health checks, runbooksdevops—3900.0 ms$X / $Y per Mtok (example)88%

Model Status & Evidence (V1 static development registry)

Evidence is REAL_OBSERVATION only — no benchmark scores, no marketing claims. UNKNOWN stays UNKNOWN. Kimi K3 is UNAVAILABLE (HTTP 503 upstream provider failure) and is never selectable or recommended while unavailable.
ModelModel IDStatusProven task classesUnverified task classesKnown failuresLast verificationProvenanceSelectable?
DeepSeek V4.1 Flashdeepseek-v4.1-flashVERIFIEDMEDIUM_FEATURE, LARGE_FEATURE, SMALL_PATCH, CODE_REVIEW, GIT_AUDIT, README_UPDATEUI_VISION_REVIEW—2026-10-05STATIC_CONFIGselectable per policy
GLM-5.3-Flash(x)glm-5.3-flashxVERIFIED_FOR_MEDIUM_MULTI_FILEGIT_AUDIT, README_UPDATE, SMALL_PATCH, MEDIUM_FEATURELARGE_FEATURE, SECURITY_REVIEW, UI_VISION_REVIEW—2026-10-05STATIC_CONFIGlimited to task classes with evidence
Kimi K3kimi-k3UNAVAILABLE—README_UPDATE, GIT_AUDIT, CODE_REVIEW, SMALL_PATCH, MEDIUM_FEATURE, LARGE_FEATURE, ARCHITECTURE_REVIEW, PRD_DRAFT, PRD_CRITIC, SECURITY_REVIEW, DEVOPS_PLAN, INCIDENT_ANALYSIS, UI_VISION_REVIEWupstream HTTP 503 on trivial prompt; provider retry failedUNKNOWNSTATIC_CONFIGNOT selectable — unavailable

Try the Routing Simulator for deterministic, evidence-based recommendations and the Benchmark Scorecard for recorded task observations (read-only, static).

Model routing

Agent ≠ model. Selection is expected to become dynamic routing; no live telemetry is available yet, so fields show UNKNOWN / N/A.
TaskAgentPreferredSelectedProviderFallbackFallback usedLatencyTokensCostSuccess
Implement portal featuredeveloperCONFIGURED LATERUNKNOWNUNKNOWNCONFIGURED LATERN/AN/AN/AN/AN/A
Run regression suiteqaCONFIGURED LATERUNKNOWNUNKNOWNCONFIGURED LATERN/AN/AN/AN/AN/A

Selection reason: “No live routing telemetry available”. Source: UNKNOWN. Model ids are not invented.

Model Routing Visibility

Visibility only. No AI router backend is implemented in this task.
  1. Task
  2. Hermes / Router
  3. Model selection
  4. Agent
  5. Result
Data provenance: REAL MOCK STATIC CONFIG UNKNOWN· REAL = live read-only DCP · MOCK = demo, never production truth · STATIC CONFIG = documented defaults · UNKNOWN = not safely queryable

Sample rows are MOCK.

Task typeComplexityRiskAgentProviderModelSelection reasonFallback used?Result
implement featuremediumR2developerexample-providerexample-frontier-codecoding task, strong code reasoning preferrednoSUCCEEDED
run regressionlowR1qaexample-provider-2example-review-strongverification needs careful result checkingnoSUCCEEDED
release prepmediumR2devopsexample-provider-2example-ops-runnerstructured runbook output preferredyesSUCCEEDED
security reviewhighR2securityexample-provider-2example-review-strongadversarial/policy reasoning preferrednoSUCCEEDED