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GLM 4.7 in fedi-index

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

fedi-index · General

B 1,398 ±6

Percentile 67 · #98

People prefer / Solves tasks

1,416 / 1,373

Human votes vs benchmarks, Elo-eq

Value

+20

$1 per 1M tokens, median of 22 providers · vendor $1

On your hardware

  • 128 GB unified memory #39 · UD-IQ1_M · strong compression · ≈10 tok/s

Score decomposition

B General 1,398 [1,392–1,404] Percentile 67 · #98 · components: 9
Source Component Value Elo-eq Weight Measured Variant
Epoch AI eci 144 ±1.09 1,386 ±9 33.4% 2025-12-22 —
LMArena text/overall 1,436 ±3.07 1,436 ±3 16.3% 2026-10-02 —
LMArena text/hard_prompts 1,443 ±3.92 1,433 ±4 16.0% 2026-10-02 —
LMArena text/instruction_following 1,411 ±5.23 1,424 ±5 7.6% 2026-10-02 —
LMArena text/expert 1,424 ±10 1,414 ±8 6.4% 2026-10-02 —
Epoch AI simpleqa_verified decay ×0.61 0.32 ±0.01 1,398 ±5 4.1% 2026-08-27 —
LMArena text/longer_query 1,432 ±5.26 1,431 ±5 3.8% 2026-10-02 —
LMArena text/multi_turn 1,446 ±6.84 1,441 ±6 3.6% 2026-10-02 —
Epoch AI gpqa_diamond decay ×0.26 0.83 ±0.02 1,427 ±11 1.3% 2026-01-29 —

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 Coding 1,408 [1,403–1,412] Percentile 71 · #81 · components: 2 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena webdev/overall 1,434 ±6.14 1,431 ±2 47.4% 2026-10-01 —
LMArena text/coding 1,454 ±5.98 1,430 ±5 42.6% 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

B Math 1,383 [1,366–1,400] Percentile 60 · #103 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/math 1,423 ±10 1,416 ±10 84.7% 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 Writing 1,414 [1,406–1,423] Percentile 72 · #75 · components: 2 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/creative_writing 1,401 ±6.69 1,430 ±7 60.3% 2026-10-02 —
LMArena text/longer_query 1,432 ±5.26 1,431 ±5 32.9% 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: 繁體中文 1,432 [1,418–1,445] Percentile 79 · #48 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/chinese 1,495 ±9.23 1,449 ±7 92.8% 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

A Language: English 1,429 [1,420–1,437] Percentile 81 · #53 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/english 1,453 ±4.41 1,444 ±5 93.6% 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

B Language: Español 1,405 [1,379–1,430] Percentile 52 · #72 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/spanish 1,433 ±16 1,429 ±15 89.2% 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: Français 1,391 [1,364–1,418] Percentile 40 · #82 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/french 1,432 ±17 1,416 ±16 88.4% 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: Polski 1,416 [1,397–1,436] Percentile 58 · #55 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/polish 1,435 ±13 1,437 ±11 91.2% 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: Русский 1,412 [1,401–1,424] Percentile 68 · #76 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/russian 1,423 ±7.03 1,428 ±6 93.2% 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 4.7 1,398 B

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fedi-index: GLM 4.7

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