Automated page. Written and translated automatically by AI and checked against the sources by software; no human editor. SI-IQ is an index built from public benchmark results, not an IQ test. How it works

How smart is glm-4.7-flash?

94 SI-IQ · 90% interval 88–100
Not ranked: too little data

glm-4.7-flash is a model from —, released on —. Its SI-IQ is 94 (90% interval 88–100), estimated from 3 benchmark results by 2 independent evaluators.

This model has fewer than 5 independent benchmark results or fewer than 2 different evaluators, so it is shown but not ranked.

Epoch AI and OpenRouter measured different GPQA Diamond scores for this model (more than 10 points apart), probably with different settings. Both runs count, each with half weight.

Facts

Developer: —
Released: —
Access: Not stated
Benchmarks used: 3 results from 2 evaluators

Ability by area (SI-IQ, 90% interval)

Every benchmark result we used

Each score is one value exactly as the source published it: for Epoch AI the best of its run settings, for OpenRouter the median hosting provider (the developer's own hosting when it ran the test). “Implied SI-IQ” is the ability that this single result points to; the overall SI-IQ is their precision-weighted average.

Benchmark	Area	Score	Implied SI-IQ	Evaluated by	As listed by the source	Retrieved	Source
OTIS Mock AIME 2024–2025	Math	58.3%	97	Epoch AI	`glm-4.7-flash`	Oct 18, 2026	Epoch AI Benchmarking Hub · data file
GPQA Diamond	Knowledge	60.5%	85	Epoch AI	`glm-4.7-flash`	Oct 18, 2026	Epoch AI Benchmarking Hub · data file
GPQA Diamond (OpenRouter run)	Knowledge	49.2%	72	OpenRouter	`z-ai/glm-4.7-flash-20260119` DeepInfra · median over providers (4 of 4 rows), lower median	Oct 18, 2026	OpenRouter benchmark datasets · data file
τ²-bench Airline (OpenRouter run)	Agents	68.3%	117	OpenRouter	`z-ai/glm-4.7-flash-20260119` Novita · median over providers (4 of 4 rows), lower median	Oct 18, 2026	OpenRouter benchmark datasets · data file

Human preference (Arena)

On the Arena leaderboard, where people vote between two anonymous answers, glm-4.7-flash has a rating of 1,365 (1,359–1,370) from 12,021 votes (published Oct 15, 2026). Human preference is a different measure from benchmark ability and is not part of SI-IQ. Arena (Hugging Face)

Computed with SI-IQ method version 1.0.0. Read the full methodology

Data sources: Arena leaderboard dataset on Hugging Face (CC BY 4.0); Epoch AI, ‘Capabilities & benchmarking’ (CC BY 4.0); Source: OpenRouter (openrouter.ai), licensed under CC BY 4.0: reuse and republish with attribution to OpenRouter..