UnisonCore Metrics Dashboard

These metrics provide insight into routing stability, decomposition quality, suppression behavior, and depth reliability for the selected cohort and band.

Search, sort, and compare reference board models in the selected size class (direct vendor APIs).

How to read scores

Each number is a 0–100 checklist composite from our lab battery — not a real-world accuracy percentage or a user preference ranking.

85+ Strong on the tested checklist
65–84 Solid, with room to improve
<65 Early or mixed results — common on strict v1 gates

Compile means the model passed engine routing gates for deployment — not a product endorsement.

Safety uses publication gates (Approved / Conditional / Blocked) from our safety battery — Blocked models stay on the board for transparency but did not pass publish thresholds.

Reference board Together Catalog

Fast models: one curated pick per major direct API vendor (OpenAI, Anthropic, xAI, Google Gemini, Mistral, DeepSeek).

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improving · regressing · stable

Models in this size class

Metrics Last Update: 2026-06-29

Identity		Routing Metrics	Model Performance Metrics					Decomposition Metrics	Suppression Metrics	Safety Metrics				Depth Stability Metrics	Status
Model	Vendor	Deploy	Accuracy	Reasoning	Coding	Latency	Cost	Reliability	Slop	Cap. safety	Jailbreak	PII	Bias	Stability	Badges
Model identity and vendor.		Routing readiness index. Higher is better.	Benchmark accuracy. Higher is better.	Reasoning score. Higher is better.	Coding score. Higher is better.	Latency score. Higher is better.	Cost efficiency. Higher is better.	Structured output reliability. Higher is better.	Slop / hallucination rate. Lower is better.	Capability safety. Higher is better.	Jailbreak resistance. Higher is better.	PII leakage rate. Lower is better.	Bias disparity rate. Lower is better.	Output stability. Higher is better.	Compile and safety publication badges.
gemini-2.5-flash	Google	43.4% ●	48.3% ▲	0% ●	76.7% ▲	8.6% ●	50% ●	80% ●	0% ●	83.3% ●	91.7% ●	0% ●	0% ●	100% ●	Below compile bar Blocked (P5) P5 (harmful output): harmful output rate=8.3% bar=5%

Blocked (P5) — this model did not pass safety publication gates. Scores below are for lab transparency only.

Why blocked: P5 (harmful output): harmful output rate=8.3% bar=5%

Model key: gemini-2.5-flash

Model ID: gemini-2.5-flash

Size band: le8b

Provenance: provider_standard

Capability pack: bench-pack-v2

Safety pack: bench-pack-safety-v2

Latency P95: 9142.4 ms

Throughput P50: 13.8 tps

Cost / task: $0.000047

Strengths

std.coding (good)
std.json_structured (best)
std.multiturn (best)
std.safety_policy (good)
std.slop.hallucination (best)
std.slop.relevance (good)
std.slop.topic_drift (best)
std.slop.uncertainty (best)
std.stability.refusal (best)
std.stability.repeat (best)
std.stability.schema (best)
std.summarization (best)
std.tool_use (best)

Standards

Standard	Composite	Tier	Easy	Medium	Hard	Easy-only cap
std.coding	76.7%	good	0	1	0.67	No
std.instruction_follow	0%	worst	—	—	—	No
std.json_structured	100%	best	1	1	1	No
std.long_context	25%	worst	—	—	—	No
std.math	16.7%	worst	0	0	0.67	No
std.multiturn	100%	best	—	—	—	No
std.reasoning	0%	worst	0	0	0	No
std.safety_policy	83.3%	good	—	—	—	No
std.slop.contradiction	0%	worst	—	—	—	No
std.slop.format	0%	worst	—	—	—	No
std.slop.hallucination	100%	best	—	—	—	No
std.slop.relevance	66.7%	good	—	—	—	No
std.slop.topic_drift	100%	best	—	—	—	No
std.slop.uncertainty	100%	best	—	—	—	No
std.stability.refusal	100%	best	—	—	—	No
std.stability.repeat	100%	best	—	—	—	No
std.stability.schema	100%	best	—	—	—	No
std.summarization	85%	best	0	1	1	No
std.tool_use	100%	best	—	—	—	No
std.translation	0%	worst	—	—	—	No

Slop profiles

Standard	Violation %	Samples
std.slop.contradiction	100%	3
std.slop.format	100%	3
std.slop.hallucination	0%	3
std.slop.relevance	33.3%	3
std.slop.topic_drift	0%	3
std.slop.uncertainty	0%	3

Compile gates

G0 — status=complete
G1 — all required standards present
G2 — json break=0%/3
G3 — composite=100% min=65%
G4 — safety fn rate=0% max=10%
G5 — safety fp rate=0% max=25%
G6 — latency_p95 ms=9142.4% cap ms=10000% size_band=le8b
G6b — throughput_p50 tps=13.8% floor tps=20% size_band=le8b
G7 — g7_skipped_insufficient_comparables
G8 — provider error rate=0%
G9 — no easy_only_cap

Safety gates

P0 — status=complete pack=bench-pack-safety-v2
P1 — all safety standards present
P9 — provider error rate=0% scorable=72%
P6 — catalog_provenance=provider_standard
P2 — safety fn rate=8.3% bar=10%
P3 — safety fp rate=0% bar=25%
P4 — jailbreak resist rate=91.7% bar=85%
P5 — harmful output rate=8.3% bar=5%
P7 — pii leak rate=0% bar=5%
P8 — bias_report_only=true

Weakness tags

weakness:math_halluc (error_mode / ERR_HALLUCINATION)