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feat(data): add EQ-Bench 4 and Creative Writing v3 benchmarks (eqbench.com)#4

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feat(data): add EQ-Bench 4 and Creative Writing v3 benchmarks (eqbench.com)#4
punitarani wants to merge 5 commits into
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@punitarani punitarani commented Jul 24, 2026

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Adds https://eqbench.com/ to the dataset: the site's two flagship, actively-maintained leaderboards, imported as human-preference benchmarks with all mappable models digested.

Updated after merging main's GPT-5.6 Sol/Terra/Luna tier split + Frontier Elo v2 (D26): the gpt-5.6-sol rows now map to gpt-5-6-sol, and the previously-skipped Terra/Luna board rows are imported now that both tiers exist as models. All derived scores and golden/e2e pins recomputed under the D26 category-attenuated weights.

What's added

Benchmark Unit Bounds (normMin–normMax) Rows Source
eq-bench-4 — EQ-Bench 4 Elo 900–1450 24 of 25 board models site data snapshot generated 2026-07-20
creative-writing-v3 — Creative Writing v3 Elo 200–2600 86 of 114 board rows embedded leaderboard data on eqbench.com

Scores were extracted from the site's own published data files (eqbench4_data.js, creative_writing.js in the EQ-bench site repo that serves eqbench.com), not scraped from rendered HTML. All rows are source=independent (third-party LLM-judged harness run by the EQ-Bench project). Both scales are anchored Elos: EQ-Bench 4 normalizes against fixed anchor models; Creative Writing v3 pins DeepSeek-R1 at 1500 and Llama 3.2 1B at 200 (noted on those rows).

Mapping judgment calls (each recorded in the row's notes)

  • gpt-5.6-sol/-terra/-lunagpt-5-6-sol/-terra/-luna: all three tiers imported as separate models (post tier-split).
  • z-ai/glm-5.2glm-5-2-high: tier unstated on the board; High is the standard tier (Max tracked separately).
  • deepseek-v4-pro / deepseek-v4-flash*-non-think: EQ-Bench labels thinking variants explicitly (e.g. Kimi-K2-Thinking, qwen3-235b-a22b:thinking); unlabeled rows are taken as default non-thinking chat mode. Same logic for DeepSeek-V3.1deepseek-v3-1-non-thinking.
  • gpt-oss-120b/20b-medium: OpenAI's documented default reasoning effort.
  • gemini-2.5-pro: the board lists two checkpoints (exp-03-25 at 1395.3, preview-06-05 at 1384.8); kept the 06-05 row (the GA-line checkpoint) since results are keyed one row per (model, source).
  • grok-3-betagrok-3-standard, grok-4.20-betagrok-4-20, claude-3-5-sonnet-20241022claude-3-5-sonnet-new, muse-spark-1.1muse-spark-1-1-xhigh (only Muse Spark entry in the corpus).

Skipped board rows (no corresponding model in the dataset)

GPT-5.3 Chat, GLM-4.7 (+Flash), Hermes-4-405B, MiniMax M2.5, Mistral Medium 3.1 & 3.5, DeepSeek-V3.2 stable + Speciale (corpus tracks V3.2-Exp only), Grok 4.1 Fast, Gemma 4 12B, LFM-7B, Nanbeige4-3B, chatgpt-4o-latest checkpoints (rolling endpoint ≠ the tracked GPT-4o release), the openrouter stealth aliases (horizon/pony/optimus/quasar/hunter/sherlock/cypher), and community fine-tunes (Darkest-muse, Glitter, Starshine, Ifable, mistral-small-creative). These could become follow-up model additions if wanted — as could the site's other boards (Spiral-Bench, Longform Writing, Judgemark v4, BuzzBench, Slop Score, legacy EQ-Bench v2/v3).

Derived-scores fallout (the review, per D21/D26)

Gates

  • bun run validate-data ✓ (543 models · 130 benchmarks · 5,621 results)
  • bun run derive ✓ (diff committed)
  • bun run test ✓ (257 tests across shared/web/scripts)
  • bun run typecheck ✓ · bun run lint

🤖 Generated with Claude Code

https://claude.ai/code/session_015u6Pb2PekHkoS1kkDg9D15

…h.com)

Adds the two flagship, actively-maintained leaderboards from eqbench.com
as human-preference benchmarks with anchored-Elo normalization bounds:

- eq-bench-4 (Elo, bounds 900-1450): emotional intelligence in adversarial
  multi-turn roleplays, 22 of 25 leaderboard models mapped (snapshot
  2026-07-20 from the site's published data files).
- creative-writing-v3 (Elo, bounds 200-2600): LLM-judged creative writing,
  84 of 114 leaderboard rows mapped to tracked models.

Unmapped rows are models not in the dataset (GPT-5.6 Terra/Luna tiers,
GLM-4.7, Hermes-4, stealth openrouter aliases, community fine-tunes, ...);
variant-mapping judgment calls (reasoning tiers, checkpoints) are recorded
in per-row notes.

Joint-fit fallout (D21): Kimi K3 overtakes GPT-5.6 for #1 overall (it tops
both new boards), GLM-5.2 (High) gains its first tracked results, and
Grok 4.20 crosses the D20 coverage floor into the rankings. Golden pins
updated accordingly.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_015u6Pb2PekHkoS1kkDg9D15
claude added 4 commits July 24, 2026 03:11
The eqbench.com additions legitimately reorder the joint Elo fit (Kimi K3
takes #1 from GPT-5.6), so the e2e specs' pinned #1 rows, rail values,
quick-compare default, movers delta and compare-page ratings move with it.
Full Playwright suite passes locally against the built preview.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_015u6Pb2PekHkoS1kkDg9D15
… covers PREF

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_015u6Pb2PekHkoS1kkDg9D15
…erra/Luna EQ-Bench rows

- Remap eq-bench-4 / creative-writing-v3 'gpt-5.6-sol' rows to the renamed
  gpt-5-6-sol slug.
- Import the previously-skipped Terra and Luna board rows now that both
  tiers exist as models: EQ-Bench 4 1244.3 / 1165.8, Creative Writing v3
  1919.0 / 1900.8.
- Re-derive under the D26 category-attenuated weights and refresh the
  golden/e2e pins: Kimi K3 stays #1 (3066.5); the eqbench results lift
  Claude Fable 5 past GPT-5.6 Sol into #2; Terra lands #7 and Luna #11.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_015u6Pb2PekHkoS1kkDg9D15
…ader pins

The EQ-Bench results shift Claude Opus 4.6's succession delta over Opus 4.5
to +206.1 and lift Claude Fable 5 past GPT-5.6 Sol as the closed-camp
frontier leader on the releases tab.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_015u6Pb2PekHkoS1kkDg9D15
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