Generation
Unit-Test Case Generation
Given a function contract and implementation, generate executable unit-test cases covering happy paths, boundaries, invalid inputs, and observed failure branches.
Engineering & ProductPer function
Not benchmarked
No result on this tier
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Gemma 4 E4B IT
E4B · Off-the-shelf
351 in · 943 out · 15.17s p50
$10.69 /100K
Current price · TrustedRouter
View token rates · observed 10/2/2026
TrustedRouter · $0.0211 input · $0.1055 output /1M
69%
DeepSeek V3
Hosted · Off-the-shelf
312 in · 869 out · 7.85s p50
$164 /100K
LiteLLM snapshot
View token rates · observed 10/2/2026
LiteLLM · $0.5800 input · $1.68 output /1M
58%
GPT-5.4
Hosted · Off-the-shelf
312 in · 667 out · 4.78s p50
$1079 /100K
LiteLLM snapshot
View token rates · observed 10/2/2026
LiteLLM · $2.50 input · $15.00 output /1M
93%
Best accuracy