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GLM-4.6V

Z.ai OPEN MIT
Verdict

GLM-4.6V doesn't have enough test coverage for an overall SIscope score yet. Even across the board, with no weak spot in what's been tested. Cheaper than 72% of priced models. Weights are open, so you can run it yourself.

SIscope score
No score yet
60% coverage, needs 70%
Human-vote rank
#181
of 419 · score 1377
Price per 1M tokens, blended
$0.45
$0.3 in · $0.9 out
Context window
131K
131,072 tokens

Shape

Each spoke is a category, 0 at the centre, 100 at the edge.

CodingAgentsno data yetReasoningMathno data yetChatInstructions

Category scores

Percentiles: 90 means better than about 90% of tested models.

Coding55
Agents & toolsNo data yet–
Reasoning & knowledge54
MathNo data yet–
Chat quality57
Following instructions55

What goes into each category · Compare with Gemini 4 Carbon

Human-vote score over time

Text arena, recent updates.

137013781385Oct 20: 1376.2 (rank #179)Oct 22: 1376.4 (rank #180)Oct 28: 1376.5 (rank #181)Oct 20Oct 28

Independent test runs

Run by Epoch AI on the same harness for every model. Bars show the share of questions answered correctly.

No Epoch AI runs for this model yet.

Human-vote arenas

People compare two anonymous answers and pick the better one. Scores work like chess ratings.

ArenaRankScoreRange (95%)VotesUpdated
Text arena
Everyday chat, blind human votes
#181 of 41913771365–13882,833Oct 28, 2026
WebDev arena
Building web apps, blind human votes
Not on this board yet
Vision arena
Questions about images, blind human votes
#113 of 16711641150–11782,455Oct 19, 2026
Agent arena
Real multi-step agent sessions
Not on this board yet

Source: Arena (formerly LMArena) leaderboard dataset, CC BY 4.0. Fetched Nov 4, 2026.

Price

Input
$0.3
per 1M tokens
Output
$0.9
per 1M tokens
Blended
$0.45
3 in : 1 out, per 1M
Context window
131K
max tokens per request
Speed
Coming soon
our own tests

List price from the OpenRouter models API (z-ai/glm-4.6v), Nov 4, 2026. Providers can charge differently.