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GLM 4.6V in fedi-index

The score in every slice, what it is made of, value, local run and history.

fedi-index · General

C 1,347 ±6

Percentile 47 · #157 · provisional

People prefer / Solves tasks

1,357 / —

Human votes vs benchmarks, Elo-eq

Value

-12

$0.45 per 1M tokens, median of 11 providers · vendor $0.45

On your hardware

  • GPU 12 GB #20 · Q4_0 · ≈6 tok/s
  • GPU 24 GB #20 · Q3_K_S · ≈10 tok/s
  • Mac 64 GB #22 · UD-IQ2_M · strong compression · ≈27 tok/s
  • 128 GB unified memory #29 · Q5_K_M · ≈11 tok/s

Score decomposition

C General 1,347 [1,340–1,353] Percentile 47 · #157 · components: 5 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/overall 1,377 ±5.68 1,377 ±6 31.9% 2026-10-02 —
LMArena text/hard_prompts 1,368 ±7.59 1,366 ±7 30.2% 2026-10-02 —
LMArena text/instruction_following 1,351 ±11 1,366 ±10 12.5% 2026-10-02 —
LMArena text/longer_query 1,358 ±11 1,361 ±10 6.1% 2026-10-02 —
LMArena text/multi_turn 1,360 ±13 1,362 ±12 5.6% 2026-10-02 —

Weight is the share of the component in the score (the rest is the prior that pulls models with little data towards the population median). Methodology

C Coding 1,349 [1,330–1,367] Percentile 44 · #156 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/coding 1,390 ±13 1,372 ±11 86.1% 2026-10-02 —

Weight is the share of the component in the score (the rest is the prior that pulls models with little data towards the population median). Methodology

C Vision 1,341 [1,332–1,350] Percentile 26 · #84 · components: 3 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena vision/overall 1,164 ±6.99 1,352 ±6 65.1% 2026-10-02 —
LMArena vision/ocr 1,171 ±8.30 1,347 ±8 14.9% 2026-10-02 —
LMArena vision/diagram 1,183 ±12 1,359 ±11 12.8% 2026-10-02 —

Weight is the share of the component in the score (the rest is the prior that pulls models with little data towards the population median). Methodology

C Writing 1,353 [1,335–1,370] Percentile 49 · #137 · components: 2 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/creative_writing 1,347 ±14 1,375 ±15 54.3% 2026-10-02 —
LMArena text/longer_query 1,358 ±11 1,361 ±10 35.7% 2026-10-02 —

Weight is the share of the component in the score (the rest is the prior that pulls models with little data towards the population median). Methodology

B Language: English 1,368 [1,352–1,385] Percentile 53 · #128 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/english 1,395 ±8.64 1,383 ±9 92.1% 2026-10-02 —

Weight is the share of the component in the score (the rest is the prior that pulls models with little data towards the population median). Methodology

C Language: Русский 1,338 [1,314–1,362] Percentile 38 · #146 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/russian 1,341 ±15 1,354 ±14 89.8% 2026-10-02 —

Weight is the share of the component in the score (the rest is the prior that pulls models with little data towards the population median). Methodology

History

fedi-index by month
The same in a table
Model 2026-10
GLM 4.6V 1,347 C

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fedi-index: GLM 4.6V

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