Benchmarks · /benchmarks/bridgebench-overall-vibe

Overall vibe

Name: Overall vibe
Creator: BridgeBench

BridgeBench overall vibe score for coding-model usefulness.

Source · BridgeBench
Version · bridgebench snapshot 2026-05-15
Scores · 23

Test details

Verified but agingThis is a combined signal, so it bundles multiple inputs and should not be treated as one clean test.

source

BridgeBench

metric

Vibe (%)

judge

Combined

direction

higher better

group id

bridgebench_overall_vibe_2026_05

domain

Coding

What it measures vs what it misses

✓ Measures

Developer-experience score across BridgeBench categories.

✗ Misses

Objective pass rates by individual task. Cost and latency details.

Why this countsIt tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.Same-test ruleThis percentile only compares models inside the exact benchmark/version group shown here. It is not a universal score.What it missesIt does not fully capture repo-scale iteration, IDE ergonomics, or long debugging loops.

Leaderboard · this benchmark version

#1 · Grok 4.3

BB · Undated

Source label: Grok 4.3

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 100%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

90.3%

#2 · Grok 4.20

BB · Undated

Source label: Grok 4.20 Reasoning

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 95.5%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

86.7%

#3 · qwen3.6-max-preview

BB · Undated

Source label: Qwen 3.6 Max Preview

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 90.9%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

84.6%

#4 · Claude Opus 4.6

BB · Undated

Source label: Claude Opus 4.6

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 86.4%
Last updated: archived
Eligibility: historical_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

83.9%

#5 · Claude Opus 4.7

BB · Undated

Source label: Claude Opus 4.7

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 81.8%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

83.8%

#6 · qwen3.6-plus

BB · Undated

Source label: Qwen 3.6 Plus

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 77.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

82.9%

#7 · Claude Sonnet 4.6

BB · Undated

Source label: Claude Sonnet 4.6

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 72.7%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

82.7%

#8 · GPT-5.5

BB · Undated

Source label: GPT-5.5

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 68.2%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

80%

#9 · GPT-5.4

BB · Undated

Source label: GPT-5.4

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 63.6%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

79.6%

#10 · kimi-k2.6

BB · Undated

Source label: Kimi K2.6

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 59.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

79.2%

#11 · GPT-5.4 mini

BB · Undated

Source label: GPT-5.4 Mini

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 54.5%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

77.5%

#12 · Gemini 3.1 Pro

BB · Undated

Source label: Gemini 3.1 Pro

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 50%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

72.6%

#13 · GPT-5.4 nano

BB · Undated

Source label: GPT-5.4 Nano

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 45.5%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

71.6%

#14 · glm-5v-turbo

BB · Undated

Source label: GLM 5V Turbo

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 40.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

62.7%

#15 · mimo-v2.5-pro

BB · Undated

Source label: MiMo v2.5 Pro

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 36.4%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

61.7%

#16 · glm-5.1

BB · Undated

Source label: GLM 5.1

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 31.8%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

59.2%

#17 · gemma-4-31b

BB · Undated

Source label: Gemma 4 31B

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 27.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

58%

#18 · mimo-v2.5

BB · Undated

Source label: MiMo V2.5

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 22.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

55.7%

#19 · minimax-m2.5

BB · Undated

Source label: MiniMax M2.5

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 18.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

51%

#20 · minimax-m2.7

BB · Undated

Source label: MiniMax M2.7

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 13.6%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

43.6%

#21 · Kimi K2.5 (Reasoning)

BB · Undated

Source label: Kimi K2.5

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 9.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

42.9%

#22 · Nemotron 3 Nano Omni 30B A3B Reasoning

BB · Undated

Source label: Nemotron 3 Nano Omni 30b A3b Reasoning:Free

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 4.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

25.5%

#23 · deepseek-v4-pro

BB · Undated

Source label: DeepSeek V4 Pro

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 0%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

20.1%

Benchmarks · /benchmarks/bridgebench-overall-vibe

Overall vibe

BridgeBench overall vibe score for coding-model usefulness.

Source · BridgeBench
Version · bridgebench snapshot 2026-05-15
Scores · 23

Test details

Verified but agingThis is a combined signal, so it bundles multiple inputs and should not be treated as one clean test.

source

BridgeBench

metric

Vibe (%)

judge

Combined

direction

higher better

group id

bridgebench_overall_vibe_2026_05

domain

Coding

What it measures vs what it misses

✓ Measures

Developer-experience score across BridgeBench categories.

✗ Misses

Objective pass rates by individual task. Cost and latency details.

Leaderboard · this benchmark version

#1 · Grok 4.3

BB · Undated

Source label: Grok 4.3

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 100%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

90.3%

#2 · Grok 4.20

BB · Undated

Source label: Grok 4.20 Reasoning

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 95.5%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

86.7%

#3 · qwen3.6-max-preview

BB · Undated

Source label: Qwen 3.6 Max Preview

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 90.9%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

84.6%

#4 · Claude Opus 4.6

BB · Undated

Source label: Claude Opus 4.6

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 86.4%
Last updated: archived
Eligibility: historical_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

83.9%

#5 · Claude Opus 4.7

BB · Undated

Source label: Claude Opus 4.7

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 81.8%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

83.8%

#6 · qwen3.6-plus

BB · Undated

Source label: Qwen 3.6 Plus

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 77.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

82.9%

#7 · Claude Sonnet 4.6

BB · Undated

Source label: Claude Sonnet 4.6

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 72.7%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

82.7%

#8 · GPT-5.5

BB · Undated

Source label: GPT-5.5

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 68.2%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

80%

#9 · GPT-5.4

BB · Undated

Source label: GPT-5.4

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 63.6%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

79.6%

#10 · kimi-k2.6

BB · Undated

Source label: Kimi K2.6

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 59.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

79.2%

#11 · GPT-5.4 mini

BB · Undated

Source label: GPT-5.4 Mini

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 54.5%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

77.5%

#12 · Gemini 3.1 Pro

BB · Undated

Source label: Gemini 3.1 Pro

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 50%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

72.6%

#13 · GPT-5.4 nano

BB · Undated

Source label: GPT-5.4 Nano

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 45.5%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

71.6%

#14 · glm-5v-turbo

BB · Undated

Source label: GLM 5V Turbo

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 40.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

62.7%

#15 · mimo-v2.5-pro

BB · Undated

Source label: MiMo v2.5 Pro

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 36.4%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

61.7%

#16 · glm-5.1

BB · Undated

Source label: GLM 5.1

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 31.8%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

59.2%

#17 · gemma-4-31b

BB · Undated

Source label: Gemma 4 31B

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 27.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

58%

#18 · mimo-v2.5

BB · Undated

Source label: MiMo V2.5

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 22.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

55.7%

#19 · minimax-m2.5

BB · Undated

Source label: MiniMax M2.5

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 18.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

51%

#20 · minimax-m2.7

BB · Undated

Source label: MiniMax M2.7

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 13.6%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

43.6%

#21 · Kimi K2.5 (Reasoning)

BB · Undated

Source label: Kimi K2.5

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 9.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

42.9%

#22 · Nemotron 3 Nano Omni 30B A3B Reasoning

BB · Undated

Source label: Nemotron 3 Nano Omni 30b A3b Reasoning:Free

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 4.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

25.5%

#23 · deepseek-v4-pro

BB · Undated

Source label: DeepSeek V4 Pro

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/overall
Percentile: 0%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-overall-vibe.

20.1%

Overall vibe

Test details

What it measures vs what it misses

✓ Measures

✗ Misses

Leaderboard · this benchmark version

Loading benchmark evidence.

Overall vibe

Test details

What it measures vs what it misses

✓ Measures

✗ Misses

Leaderboard · this benchmark version