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ModelsGPT-5.1 Codex Max

OpenAIopenai12% pass rateRank #10 of 14 Proprietary 19 Nov 2025
Total Runs
69
Tasks Tested
23
Total Cost
$57.13
Avg Duration
18.2m

Performance by Task

TaskPass RateRunsAvg CostAvg Time
cpp-advanced67%
$1.2510m
cpp-simple67%
$0.044m
go-grpc-fix33%
$0.7031m
go-microservices-logs33%
$0.657m
js-microservices33%
$0.629m
net-microservices33%
$0.506m
cpp-distributed-context-propagation0%
$1.7628m
erlang-microservices0%
$0.9116m
go-distributed-context-propagation0%
$0.6614m
go-microservices0%
$0.9813m
go-microservices-traces0%
$0.4512m
go-microservices-traces-simple0%
$0.389m
go-workflow-tracing0%
$0.9217m
java-distributed-context-propagation0%
$1.0025m
java-microservices0%
$0.3016m
php-distributed-context-propagation0%
$2.7537m
php-microservices0%
$0.3916m
python-distributed-context-propagation0%
$0.6115m
python-microservices0%
$0.3515m
ruby-microservices0%
$0.4412m
rust-distributed-context-propagation0%
$1.6660m
rust-microservices0%
$0.7914m
swift-microservices0%
$0.9332m