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tensor.news grades benchmarks and tags model claims by evidence status. Every fact carries a source record and provenance. Scores are framed as task performance under a disclosed harness, never as deployed capability.

← Integrity Index

Winogrande

Winogrande

Rank #48 of 51 · 64 models scored · top score 78.4

CINTEGRITY 62 / 100

unknown

Strongest on discrimination, weakest on contamination resistance. Caveat: scores come from mixed harnesses, so a head-to-head is not apples-to-apples.

mixed harness, not directly comparablepublic test set

Headroom to ceiling

21.6 headroomtop 78.4ceiling 100

Score distribution

median 46Llama 3.1-405B 78.404182

State of the art over time

0418278.420232024

Integrity breakdown

Weighted composite. Each signal is computed from the source-backed leaderboard below.

Discrimination30%100

Does it still separate models?

Saturation headroom30%98

How far from ceiling / clustered at the top?

Contamination resistance15%0

Public vs held-out; training-leak risk.

Harness comparability15%20

Apples-to-apples, or mixed / vendor-optimized?

Freshness10%0

How old is the benchmark?

Leaderboard

#ModelScoreEvidenceMeasured
1Llama 3.1-405B78.4unverified· optimized2024-07-23
2Claude 3 Opus77unverified· optimized2024-03-04
3GPT-4 (Mar 2023)75self-reported· optimized2023-03-15
4Falcon-180B74.2unverified· optimized2023-09-06
5DeepSeek-V2 (MoE-236B, May 2024)72.6self-reported· optimized2024-05-07
6DeepSeek-V370.4self-reported· optimized2024-12-24
7Llama 3-70B67unverified· optimized2024-04-18
8PaLM 2-L66self-reported· optimized2023-05-17
9PowerMoE-3b65unverified—
10Qwen2.5-72B64.6self-reported· optimized2024-09-19
11GPT-3.5 Turbo (Jun 2023)63.2unverified· optimized2023-06-13
12phi-3-medium 14B63self-reported· optimized2024-04-23
13phi-3-small 7.4B63self-reported· optimized2024-04-23
14Qwen2.5-Coder-32B61.6self-reported· optimized2024-09-18
15Llama 2-70B60.4unverified· optimized2023-07-18
16PaLM 2-M58.4self-reported· optimized2023-05-17
17Gemma 7B58unverified· optimized2024-02-21
18Falcon 2 11B56.6self-reported· optimized2024-05-09
19Nemotron-4 15B56self-reported· optimized2024-02-27
20PaLM 2-S55.8self-reported· optimized2023-05-17
21Mixtral 8x7B54.4unverified· optimized2023-12-11
22LLaMA-65B54unverified· optimized2023-02-24
23Falcon-40B53.8unverified· optimized2023-03-15
24Qwen2.5-Coder-14B53.6self-reported· optimized2024-09-18
25Llama 2-34B53.4unverified· optimized2023-07-18
26LLaMA-33B52unverified· optimized2023-02-27
27Llama 3-8B51.4unverified· optimized2024-04-18
28Mistral 7B v0.150.6unverified· optimized2023-10-10
29Claude 3 Sonnet50.2unverified· optimized2024-03-04
30Claude 3 Haiku48.4unverified· optimized2024-03-04
31Phi-1.546.8self-reported· optimized2023-09-11
32LLaMA-13B46unverified· optimized2023-02-27
33Yi-9B46unverified· optimized2024-03-01
34Qwen2.5-Coder (7B)45.8self-reported· optimized2024-09-18
35DeepSeek-Coder-V2-Lite-Base45.8self-reported· optimized2024-06-13
36Llama 2-13B45.6unverified· optimized2023-07-18
37Yi 6B42.6unverified· optimized2023-11-02
38MPT-30B42unverified· optimized2023-06-22
39phi-3-mini 3.8B41.6self-reported· optimized2024-04-23
40vicuna-13b-v1.141.6self-reported· optimized2023-04-12
41LLaMA-7B40.2unverified· optimized2023-02-24
42Llama 2-7B38.4unverified· optimized2023-07-18
43GPT-3.5 Turbo (Nov 2023)37.6self-reported· optimized2023-06-13
44MPT-7B37.2unverified· optimized2023-05-05
45Qwen2.5-Coder-3B34.8self-reported· optimized2024-09-18
46Falcon-7B34.4unverified· optimized2023-04-24
47open_llama_7b34self-reported· optimized2023-06-07
48INTELLECT-131.64self-reported· optimized2024-11-29
49Gemma 2B30.8unverified· optimized2024-02-21
50XGen-7B29.8self-reported· optimized2023-09-07
51StarCoder 2 15B28.6self-reported· optimized2024-02-29
52RedPajama-INCITE-7B-Base27.6self-reported· optimized2023-05-04
53DeepSeek Coder 33B24self-reported· optimized2024-01-25
54Dolly 2.0-12b23.6self-reported· optimized2023-04-12
55Cerebras-GPT-13B21.6self-reported· optimized2023-04-06
56Qwen2.5-Coder (1.5B)21.4self-reported· optimized2024-09-18
57CodeQwen1.5-7B19.6self-reported· optimized2024-04-15
58DeepSeek Coder 6.7B15.2self-reported· optimized2024-01-25
59StarCoder 2 3B14.2self-reported· optimized2024-02-29
60StarCoder 2 7B14.2self-reported· optimized2024-02-29
61Qwen2.5-Coder-0.5B9.6self-reported· optimized2024-09-18
62Phi-29.4self-reported· optimized2023-12-12
63DeepSeek Coder 1.3B6.6self-reported· optimized2024-01-25
64stablelm-tuned-alpha-7b3self-reported· optimized2023-04-19

At a glance

Models scored
64
Top model
Llama 3.1-405B
Top score
78.4
Score spread
75.4
Headroom
21.6

Benchmark context

Task type
unknown
Metric
normalized performance in Epoch CSV, rendered as accuracy (%)
Score ceiling
100
Human baseline
unknown
Test-set privacy
unknown
Construction
unknown
Key assumptions
unknown
Limitations
unknown
Contamination history
unknown
Harness notes
Epoch CSV reports model, model version, performance, optimized flag, score source, benchmark release date, and model date.
Authors
unknown
Released
2019-07-24
License
CC BY 4.0
Source
epoch.ai/data/eci_benchmarks.csv

Provenance

63 source records · scores from epoch_benchmarks. Every fact on this page is evidence-linked.

Follow the record

Integrity neighbors

  • ARC AI2C · 66
  • TriviaQAC · 63
  • PIQAC · 62
  • OpenBookQAC · 61
  • ANLIC · 59
  • LAMBADAD · 54

Top models here

  • Llama 3.1-405B78.4
  • Claude 3 Opus77
  • GPT-4 (Mar 2023)75
  • Falcon-180B74.2
  • DeepSeek-V2 (MoE-236B, May 2024)72.6

Head-to-head

  • Llama 3.1-405B vs Claude 3 Opus
  • Llama 3.1-405B vs GPT-4 (Mar 2023)
  • Claude 3 Opus vs GPT-4 (Mar 2023)