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ring-flash-2.0 in fedi-index

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

fedi-index · General

C 1,318 ±4

Percentile 38 · #181 · provisional

People prefer / Solves tasks

1,326 / —

Human votes vs benchmarks, Elo-eq

Value

—

On your hardware

Closed weights: cloud only.

Score decomposition

C General 1,318 [1,314–1,323] Percentile 38 · #181 · components: 6 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/overall 1,334 ±3.69 1,334 ±4 27.8% 2026-10-02 —
LMArena text/hard_prompts 1,345 ±5.03 1,345 ±4 27.0% 2026-10-02 —
LMArena text/instruction_following 1,314 ±6.90 1,331 ±6 12.4% 2026-10-02 —
LMArena text/expert 1,344 ±16 1,348 ±13 8.4% 2026-10-02 —
LMArena text/longer_query 1,321 ±8.17 1,327 ±8 5.9% 2026-10-02 —
LMArena text/multi_turn 1,288 ±9.06 1,297 ±8 5.7% 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

C Coding 1,334 [1,322–1,346] Percentile 38 · #174 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/coding 1,366 ±7.62 1,351 ±7 88.8% 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 Math 1,317 [1,296–1,338] Percentile 37 · #162 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/math 1,347 ±14 1,342 ±13 81.9% 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

C Writing 1,301 [1,288–1,314] Percentile 38 · #167 · components: 2 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/creative_writing 1,273 ±10 1,299 ±10 57.9% 2026-10-02 —
LMArena text/longer_query 1,321 ±8.17 1,327 ±8 34.0% 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: 繁體中文 1,360 [1,340–1,380] Percentile 41 · #131 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/chinese 1,401 ±14 1,375 ±11 91.3% 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: English 1,343 [1,333–1,353] Percentile 44 · #153 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/english 1,367 ±5.36 1,353 ±6 93.3% 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: Español 1,363 [1,335–1,391] Percentile 27 · #109 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/spanish 1,385 ±17 1,384 ±16 88.1% 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

D Language: Polski 1,291 [1,268–1,315] Percentile 2 · #128 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/polish 1,275 ±16 1,301 ±13 90.0% 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

D Language: Русский 1,260 [1,238–1,281] Percentile 22 · #182 · components: 1 provisional
Source Component Value Elo-eq Weight Measured Variant
LMArena text/russian 1,243 ±13 1,266 ±12 90.6% 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

History

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The same in a table
Model 2026-10
ring-flash-2.0 1,318 C

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fedi-index: ring-flash-2.0

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