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GLM 5.2 in fedi-index

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

fedi-index · General

A 1,442 ±5

Percentile 88 · #37

People prefer / Solves tasks

1,453 / 1,427

Human votes vs benchmarks, Elo-eq

Value

+45

$2.15 per 1M tokens, median of 73 providers · vendor $2.15

On your hardware

Does not fit the reference setups.

Score decomposition

A General 1,442 [1,437–1,447] Percentile 88 · #37 · components: 9
Source Component Value Elo-eq Weight Measured Variant
Epoch AI eci 152 ±1.02 1,452 ±8 32.9% 2026-06-16 —
LMArena text/overall 1,470 ±2.18 1,470 ±2 15.8% 2026-10-02 max
LMArena text/hard_prompts 1,480 ±2.49 1,467 ±2 15.8% 2026-10-02 max
LMArena text/instruction_following 1,465 ±2.97 1,475 ±3 7.8% 2026-10-02 max
LMArena text/expert 1,486 ±4.61 1,465 ±4 7.6% 2026-10-02 max
LMArena text/longer_query 1,480 ±2.82 1,475 ±3 3.9% 2026-10-02 max
Epoch AI simpleqa_verified decay ×0.61 0.34 ±0.02 1,405 ±5 3.9% 2026-08-27 max
LMArena text/multi_turn 1,468 ±3.91 1,461 ±4 3.8% 2026-10-02 max
Epoch AI gpqa_diamond decay ×0.26 0.92 ±0.02 1,467 ±8 1.5% 2026-06-24 max

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 Coding 1,448 [1,444–1,451] Percentile 92 · #23 · components: 3
Source Component Value Elo-eq Weight Measured Variant
LMArena webdev/overall 1,605 ±3.24 1,480 ±1 39.5% 2026-10-01 max
LMArena text/coding 1,484 ±3.24 1,456 ±3 38.3% 2026-10-02 max
Epoch AI swe_bench_verified decay ×0.37 0.79 ±0.02 1,477 ±10 13.9% 2026-06-25 max

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 Agents 1,454 [1,449–1,459] Percentile 77 · #14 · components: 2
Source Component Value Elo-eq Weight Measured Variant
LMArena agent/overall 0.03 ±0.00 1,472 ±2 66.6% 2026-10-02 max
τ²-bench (Sierra) tau2/banking_knowledge decay ×0.76 0.37 ±0.05 1,476 ±8 26.4% 2026-07-24 xhigh

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 Math 1,442 [1,434–1,450] Percentile 89 · #29 · components: 3
Source Component Value Elo-eq Weight Measured Variant
LMArena text/math 1,484 ±6.76 1,474 ±6 51.5% 2026-10-02 max
Epoch AI frontiermath_t1_3 decay ×0.86 0.59 ±0.03 1,449 ±6 29.8% 2026-06-19 max
Epoch AI frontiermath_t4 decay ×0.86 0.29 ±0.07 1,439 ±12 11.1% 2026-06-19 max

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 Writing 1,470 [1,465–1,475] Percentile 95 · #15 · components: 2 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/creative_writing 1,464 ±3.73 1,494 ±4 61.9% 2026-10-02 max
LMArena text/longer_query 1,480 ±2.82 1,475 ±3 32.0% 2026-10-02 max

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: 繁體中文 1,452 [1,444–1,460] Percentile 90 · #22 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/chinese 1,520 ±5.54 1,469 ±4 93.6% 2026-10-02 max

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: Deutsch 1,438 [1,422–1,456] Percentile 85 · #22 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/german 1,466 ±11 1,459 ±9 92.0% 2026-10-02 max

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 1,451 [1,445–1,456] Percentile 90 · #29 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/english 1,474 ±2.78 1,467 ±3 93.9% 2026-10-02 max

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: Español 1,450 [1,435–1,464] Percentile 93 · #11 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/spanish 1,477 ±8.74 1,470 ±8 92.5% 2026-10-02 max

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: Français 1,440 [1,426–1,454] Percentile 82 · #25 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/french 1,478 ±8.33 1,458 ±8 92.7% 2026-10-02 max

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: 日本語 1,444 [1,427–1,460] Percentile 86 · #19 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/japanese 1,450 ±12 1,464 ±9 92.1% 2026-10-02 max

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: 한국어 1,451 [1,436–1,466] Percentile 90 · #14 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/korean 1,447 ±11 1,471 ±8 92.5% 2026-10-02 max

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 1,432 [1,415–1,449] Percentile 78 · #29 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/polish 1,453 ±11 1,452 ±9 92.0% 2026-10-02 max

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: Русский 1,450 [1,443–1,458] Percentile 88 · #28 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/russian 1,467 ±4.45 1,467 ±4 93.7% 2026-10-02 max

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

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The same in a table
Model 2026-10
GLM 5.2 1,442 A

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fedi-index: GLM 5.2

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