Benchmarks · /benchmarks/bridgebench-dgx-code-generation

DGX code generation

Name: DGX code generation
Creator: BridgeBench

BridgeBench DGX Spark code-generation pass-rate slice.

Source · BridgeBench
Version · bridgebench snapshot 2026-05-15
Scores · 4

Test details

Verified but agingThis is an objective signal, so it is mainly about measurable task performance rather than public taste.

source

BridgeBench

metric

Pass % (%)

judge

Objective

direction

higher better

group id

bridgebench_dgx_code_generation_2026_05

domain

Coding

What it measures vs what it misses

✓ Measures

Code-generation task pass rate for local models on DGX Spark.

✗ Misses

Hosted coding models. Frontend UI task quality.

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 · Qwen 3.5 27B local

BB · Undated

verified runtimeexact directBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/dgx-spark
Percentile: 100%
Last updated: archived
Eligibility: Local DGX Spark configuration tracked separately from hosted general rankings.
Identity: exact (1.00)

Parsed from the BridgeBench page for bridgebench-dgx-code-generation.

75%

#2 · Mistral Small 4

BB · Undated

Source label: mistral-small-4-local

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

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

Parsed from the BridgeBench page for bridgebench-dgx-code-generation.

75%

#3 · GPT-OSS 120B

BB · Undated

verified runtimeexact directBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/dgx-spark
Percentile: 33.3%
Last updated: archived
Eligibility: historical_model
Identity: exact (1.00)

Parsed from the BridgeBench page for bridgebench-dgx-code-generation.

70%

#4 · gemma-4-31b

BB · Undated

Source label: gemma-4-31b-local

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/dgx-spark
Percentile: 33.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-dgx-code-generation.

70%

Benchmarks · /benchmarks/bridgebench-dgx-code-generation

DGX code generation

BridgeBench DGX Spark code-generation pass-rate slice.

Source · BridgeBench
Version · bridgebench snapshot 2026-05-15
Scores · 4

Test details

Verified but agingThis is an objective signal, so it is mainly about measurable task performance rather than public taste.

source

BridgeBench

metric

Pass % (%)

judge

Objective

direction

higher better

group id

bridgebench_dgx_code_generation_2026_05

domain

Coding

What it measures vs what it misses

✓ Measures

Code-generation task pass rate for local models on DGX Spark.

✗ Misses

Hosted coding models. Frontend UI task quality.

Leaderboard · this benchmark version

#1 · Qwen 3.5 27B local

BB · Undated

verified runtimeexact directBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/dgx-spark
Percentile: 100%
Last updated: archived
Eligibility: Local DGX Spark configuration tracked separately from hosted general rankings.
Identity: exact (1.00)

Parsed from the BridgeBench page for bridgebench-dgx-code-generation.

75%

#2 · Mistral Small 4

BB · Undated

Source label: mistral-small-4-local

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

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

Parsed from the BridgeBench page for bridgebench-dgx-code-generation.

75%

#3 · GPT-OSS 120B

BB · Undated

verified runtimeexact directBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/dgx-spark
Percentile: 33.3%
Last updated: archived
Eligibility: historical_model
Identity: exact (1.00)

Parsed from the BridgeBench page for bridgebench-dgx-code-generation.

70%

#4 · gemma-4-31b

BB · Undated

Source label: gemma-4-31b-local

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://www.bridgebench.ai/dgx-spark
Percentile: 33.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

Parsed from the BridgeBench page for bridgebench-dgx-code-generation.

70%

DGX code generation

Test details

What it measures vs what it misses

✓ Measures

✗ Misses

Leaderboard · this benchmark version

Loading benchmark evidence.

DGX code generation

Test details

What it measures vs what it misses

✓ Measures

✗ Misses

Leaderboard · this benchmark version