OSGeo/gdal | ProgramBench

GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.

657

Generated Behavioral Tests

77.8%

Best Score

Muse Wonder Full

Results by Model

Hover for details · Click a model to open it · Drag to zoom the x-axis · Shift-drag to pan · The line marks the Pareto frontier (best score per cost)

30 runs

#	Model	Score	Cost	Calls
1	Muse Wonder Full	77.8%	TBA	471	trace →
2	Claude Opus 5.5 (xhigh)	64.1%	$52.70	349	trace →
3	GPT 6 Astra (max)	52.5%	$11.54	61	trace →
4	Claude Fable 5.1 (xhigh)	50.2%	$46.08	193	trace →
5	GPT-5.6 Sol (xhigh)	39.0%	$6.67	39	trace →
6	Muse Spark 1.1 (xhigh)	21.6%	$1.25	227	trace →
7	Claude Opus 5 (xhigh)	19.2%	$39.61	252	trace →
8	GPT 5.5 (high)	17.2%	$3.46	36	trace →
9	Gemini 3.6 Flash	16.0%	$7.02	181	trace →
10	Claude Opus 4.8 (xhigh)	12.8%	$17.95	146	trace →
11	GPT 5.5	11.9%	$0.94	14	trace →
12	Claude Opus 4.7 (xhigh)	10.0%	$8.27	154	trace →
13	Muse Spark 1.3 (xhigh)	9.3%	$0.81	149	trace →
14	Claude Sonnet 4.6	7.5%	$48.10	684	trace →
15	Gemini 3 Flash	6.7%	$0.24	70	trace →
16	Claude Haiku 4.5	6.1%	$0.64	142	trace →
17	GPT 5.4	5.3%	$0.36	9	trace →
18	Gemini 3.1 Pro	5.0%	$0.74	39	trace →
19	GPT 5.4 mini	5.0%	$0.03	7	trace →
20	Muse Spark 1.3 (max)	4.0%	$14.02	504	trace →
21	GLM-5.2	3.8%	$6.12	97	trace →
22	GPT-5.6 Sol	3.7%	$1.32	17	trace →
23	Gemini 3.7 Flash	3.7%	$1.17	122	trace →
24	Claude Opus 4.7	3.7%	$0.47	22	trace →
25	Muse Spark 1.2 (xhigh)	3.3%	$4.73	216	trace →
26	GPT 5 mini	1.7%	$0.09	35	trace →
27	Muse Wonder (xhigh)	0.0%	$39.07	344	trace →
28	GPT 5.5 (xhigh)	0.0%	$4.39	41	trace →
29	Gemini 3.5 Flash	0.0%	$4.95	163	trace →
30	Claude Opus 4.6	0.0%	$2.60	218	trace →

Click a row to replay how that model rebuilt this program, or the model name to open its full run