agent,task,n_trials,pass_rate
pilot-real (claude-opus-4-6),bn-fit-modify,5,1.0
pilot-real (claude-opus-4-6),build-pmars,5,1.0
pilot-real (claude-opus-4-6),crack-7z-hash,5,1.0
pilot-real (claude-opus-4-6),custom-memory-heap-crash,5,1.0
pilot-real (claude-opus-4-6),db-wal-recovery,5,1.0
pilot-real (claude-opus-4-6),filter-js-from-html,5,1.0
pilot-real (claude-opus-4-6),install-windows-3.11,5,0.8
pilot-real (claude-opus-4-6),kv-store-grpc,5,1.0
pilot-real (claude-opus-4-6),mcmc-sampling-stan,5,1.0
pilot-real (claude-opus-4-6),mteb-retrieve,5,1.0
pilot-real (claude-opus-4-6),qemu-alpine-ssh,5,0.0
pilot-real (claude-opus-4-6),regex-log,5,1.0
pilot-real (claude-opus-4-6),rstan-to-pystan,5,1.0
pilot-real (claude-opus-4-6),vulnerable-secret,5,1.0
little-coder (qwen3.5-9b),bn-fit-modify,5,0.0
little-coder (qwen3.5-9b),build-pmars,5,0.2
little-coder (qwen3.5-9b),crack-7z-hash,5,0.0
little-coder (qwen3.5-9b),custom-memory-heap-crash,5,0.0
little-coder (qwen3.5-9b),db-wal-recovery,5,0.0
little-coder (qwen3.5-9b),filter-js-from-html,5,0.0
little-coder (qwen3.5-9b),install-windows-3.11,5,0.0
little-coder (qwen3.5-9b),kv-store-grpc,4,0.5
little-coder (qwen3.5-9b),mcmc-sampling-stan,5,0.2
little-coder (qwen3.5-9b),mteb-retrieve,5,0.0
little-coder (qwen3.5-9b),qemu-alpine-ssh,4,0.0
little-coder (qwen3.5-9b),regex-log,5,0.0
little-coder (qwen3.5-9b),rstan-to-pystan,5,0.0
little-coder (qwen3.5-9b),vulnerable-secret,5,0.0
Meta-Harness (Claude-Opus-4.6),bn-fit-modify,5,1.0
Meta-Harness (Claude-Opus-4.6),build-pmars,5,0.0
Meta-Harness (Claude-Opus-4.6),crack-7z-hash,5,1.0
Meta-Harness (Claude-Opus-4.6),custom-memory-heap-crash,5,1.0
Meta-Harness (Claude-Opus-4.6),db-wal-recovery,4,1.0
Meta-Harness (Claude-Opus-4.6),filter-js-from-html,5,0.0
Meta-Harness (Claude-Opus-4.6),install-windows-3.11,5,0.2
Meta-Harness (Claude-Opus-4.6),kv-store-grpc,5,1.0
Meta-Harness (Claude-Opus-4.6),mcmc-sampling-stan,5,0.8
Meta-Harness (Claude-Opus-4.6),mteb-retrieve,5,0.0
Meta-Harness (Claude-Opus-4.6),qemu-alpine-ssh,5,1.0
Meta-Harness (Claude-Opus-4.6),regex-log,5,1.0
Meta-Harness (Claude-Opus-4.6),rstan-to-pystan,5,1.0
Meta-Harness (Claude-Opus-4.6),vulnerable-secret,5,1.0
grok-cli (grok-4.20-0309-reasoning),bn-fit-modify,1,1.0
grok-cli (grok-4.20-0309-reasoning),build-pmars,6,1.0
grok-cli (grok-4.20-0309-reasoning),crack-7z-hash,1,1.0
grok-cli (grok-4.20-0309-reasoning),custom-memory-heap-crash,2,1.0
grok-cli (grok-4.20-0309-reasoning),db-wal-recovery,2,0.5
grok-cli (grok-4.20-0309-reasoning),filter-js-from-html,5,0.0
grok-cli (grok-4.20-0309-reasoning),mcmc-sampling-stan,1,0.0
grok-cli (grok-4.20-0309-reasoning),mteb-retrieve,5,0.0
grok-cli (grok-4.20-0309-reasoning),qemu-alpine-ssh,5,0.8
grok-cli (grok-4.20-0309-reasoning),regex-log,1,1.0
grok-cli (grok-4.20-0309-reasoning),rstan-to-pystan,1,0.0
grok-cli (grok-4.20-0309-reasoning),vulnerable-secret,6,1.0
WozCode (Claude-Opus-4.6),bn-fit-modify,5,1.0
WozCode (Claude-Opus-4.6),build-pmars,5,0.0
WozCode (Claude-Opus-4.6),crack-7z-hash,5,1.0
WozCode (Claude-Opus-4.6),custom-memory-heap-crash,5,1.0
WozCode (Claude-Opus-4.6),db-wal-recovery,5,1.0
WozCode (Claude-Opus-4.6),filter-js-from-html,5,0.0
WozCode (Claude-Opus-4.6),install-windows-3.11,4,0.0
WozCode (Claude-Opus-4.6),kv-store-grpc,5,1.0
WozCode (Claude-Opus-4.6),mcmc-sampling-stan,5,1.0
WozCode (Claude-Opus-4.6),mteb-retrieve,5,0.0
WozCode (Claude-Opus-4.6),qemu-alpine-ssh,5,0.4
WozCode (Claude-Opus-4.6),regex-log,5,1.0
WozCode (Claude-Opus-4.6),rstan-to-pystan,5,1.0
WozCode (Claude-Opus-4.6),vulnerable-secret,5,1.0
WOZCODE (Claude-Opus-4-7),bn-fit-modify,5,1.0
WOZCODE (Claude-Opus-4-7),build-pmars,5,1.0
WOZCODE (Claude-Opus-4-7),crack-7z-hash,5,1.0
WOZCODE (Claude-Opus-4-7),custom-memory-heap-crash,5,1.0
WOZCODE (Claude-Opus-4-7),db-wal-recovery,5,1.0
WOZCODE (Claude-Opus-4-7),filter-js-from-html,5,0.0
WOZCODE (Claude-Opus-4-7),install-windows-3.11,4,0.0
WOZCODE (Claude-Opus-4-7),kv-store-grpc,4,1.0
WOZCODE (Claude-Opus-4-7),mcmc-sampling-stan,5,1.0
WOZCODE (Claude-Opus-4-7),mteb-retrieve,5,0.4
WOZCODE (Claude-Opus-4-7),qemu-alpine-ssh,2,1.0
WOZCODE (Claude-Opus-4-7),regex-log,5,1.0
WOZCODE (Claude-Opus-4-7),rstan-to-pystan,1,0.0
WOZCODE (Claude-Opus-4-7),vulnerable-secret,5,1.0
CodeBrain-1 (GPT-5.3-Codex),bn-fit-modify,5,1.0
CodeBrain-1 (GPT-5.3-Codex),build-pmars,5,1.0
CodeBrain-1 (GPT-5.3-Codex),crack-7z-hash,5,1.0
CodeBrain-1 (GPT-5.3-Codex),custom-memory-heap-crash,5,1.0
CodeBrain-1 (GPT-5.3-Codex),db-wal-recovery,5,0.2
CodeBrain-1 (GPT-5.3-Codex),filter-js-from-html,4,0.0
CodeBrain-1 (GPT-5.3-Codex),install-windows-3.11,5,0.0
CodeBrain-1 (GPT-5.3-Codex),kv-store-grpc,5,0.4
CodeBrain-1 (GPT-5.3-Codex),mcmc-sampling-stan,4,1.0
CodeBrain-1 (GPT-5.3-Codex),mteb-retrieve,5,0.2
CodeBrain-1 (GPT-5.3-Codex),regex-log,5,1.0
CodeBrain-1 (GPT-5.3-Codex),rstan-to-pystan,3,1.0
CodeBrain-1 (GPT-5.3-Codex),vulnerable-secret,5,1.0
Droid (Claude-Opus-4.6),bn-fit-modify,5,1.0
Droid (Claude-Opus-4.6),build-pmars,5,0.2
Droid (Claude-Opus-4.6),crack-7z-hash,5,1.0
Droid (Claude-Opus-4.6),custom-memory-heap-crash,5,1.0
Droid (Claude-Opus-4.6),db-wal-recovery,1,0.0
Droid (Claude-Opus-4.6),filter-js-from-html,5,0.0
Droid (Claude-Opus-4.6),install-windows-3.11,5,0.8
Droid (Claude-Opus-4.6),kv-store-grpc,5,1.0
Droid (Claude-Opus-4.6),mcmc-sampling-stan,5,1.0
Droid (Claude-Opus-4.6),mteb-retrieve,5,0.0
Droid (Claude-Opus-4.6),qemu-alpine-ssh,5,0.8
Droid (Claude-Opus-4.6),regex-log,5,1.0
Droid (Claude-Opus-4.6),rstan-to-pystan,5,1.0
Droid (Claude-Opus-4.6),vulnerable-secret,5,1.0
LemonCode (GPT-5.3-Codex),bn-fit-modify,5,1.0
LemonCode (GPT-5.3-Codex),build-pmars,5,1.0
LemonCode (GPT-5.3-Codex),crack-7z-hash,5,0.8
LemonCode (GPT-5.3-Codex),custom-memory-heap-crash,5,1.0
LemonCode (GPT-5.3-Codex),db-wal-recovery,5,1.0
LemonCode (GPT-5.3-Codex),filter-js-from-html,4,0.0
LemonCode (GPT-5.3-Codex),install-windows-3.11,3,0.0
LemonCode (GPT-5.3-Codex),kv-store-grpc,5,0.6
LemonCode (GPT-5.3-Codex),mcmc-sampling-stan,5,0.4
LemonCode (GPT-5.3-Codex),mteb-retrieve,2,1.0
LemonCode (GPT-5.3-Codex),qemu-alpine-ssh,3,0.0
LemonCode (GPT-5.3-Codex),regex-log,5,1.0
LemonCode (GPT-5.3-Codex),rstan-to-pystan,3,0.6667
LemonCode (GPT-5.3-Codex),vulnerable-secret,5,1.0
Gemini_CLI (Gemini-3-Flash-Preview),bn-fit-modify,5,1.0
Gemini_CLI (Gemini-3-Flash-Preview),build-pmars,4,0.5
Gemini_CLI (Gemini-3-Flash-Preview),crack-7z-hash,4,1.0
Gemini_CLI (Gemini-3-Flash-Preview),custom-memory-heap-crash,5,1.0
Gemini_CLI (Gemini-3-Flash-Preview),db-wal-recovery,1,0.0
Gemini_CLI (Gemini-3-Flash-Preview),filter-js-from-html,5,0.0
Gemini_CLI (Gemini-3-Flash-Preview),install-windows-3.11,5,0.2
Gemini_CLI (Gemini-3-Flash-Preview),kv-store-grpc,5,0.0
Gemini_CLI (Gemini-3-Flash-Preview),mteb-retrieve,5,0.0
Gemini_CLI (Gemini-3-Flash-Preview),qemu-alpine-ssh,2,0.0
Gemini_CLI (Gemini-3-Flash-Preview),regex-log,5,1.0
Gemini_CLI (Gemini-3-Flash-Preview),rstan-to-pystan,1,1.0
Gemini_CLI (Gemini-3-Flash-Preview),vulnerable-secret,5,1.0
vix (claude-opus-4-7),bn-fit-modify,5,1.0
vix (claude-opus-4-7),build-pmars,5,1.0
vix (claude-opus-4-7),crack-7z-hash,5,1.0
vix (claude-opus-4-7),custom-memory-heap-crash,5,1.0
vix (claude-opus-4-7),db-wal-recovery,5,1.0
vix (claude-opus-4-7),filter-js-from-html,5,1.0
vix (claude-opus-4-7),kv-store-grpc,5,1.0
vix (claude-opus-4-7),mcmc-sampling-stan,5,1.0
vix (claude-opus-4-7),mteb-retrieve,5,1.0
vix (claude-opus-4-7),qemu-alpine-ssh,2,1.0
vix (claude-opus-4-7),regex-log,5,1.0
vix (claude-opus-4-7),rstan-to-pystan,5,1.0
vix (claude-opus-4-7),vulnerable-secret,5,1.0
Forge (GPT-5.4),bn-fit-modify,5,1.0
Forge (GPT-5.4),build-pmars,5,1.0
Forge (GPT-5.4),crack-7z-hash,5,1.0
Forge (GPT-5.4),custom-memory-heap-crash,5,1.0
Forge (GPT-5.4),db-wal-recovery,5,1.0
Forge (GPT-5.4),filter-js-from-html,5,0.0
Forge (GPT-5.4),install-windows-3.11,3,0.0
Forge (GPT-5.4),kv-store-grpc,5,1.0
Forge (GPT-5.4),mcmc-sampling-stan,5,1.0
Forge (GPT-5.4),mteb-retrieve,5,1.0
Forge (GPT-5.4),qemu-alpine-ssh,3,1.0
Forge (GPT-5.4),regex-log,5,1.0
Forge (GPT-5.4),rstan-to-pystan,4,1.0
Forge (GPT-5.4),vulnerable-secret,5,1.0
clnkr (GPT-5.5),bn-fit-modify,5,1.0
clnkr (GPT-5.5),build-pmars,5,1.0
clnkr (GPT-5.5),crack-7z-hash,5,1.0
clnkr (GPT-5.5),custom-memory-heap-crash,3,0.0
clnkr (GPT-5.5),db-wal-recovery,3,0.0
clnkr (GPT-5.5),filter-js-from-html,4,0.0
clnkr (GPT-5.5),install-windows-3.11,5,0.0
clnkr (GPT-5.5),kv-store-grpc,5,1.0
clnkr (GPT-5.5),mcmc-sampling-stan,5,1.0
clnkr (GPT-5.5),mteb-retrieve,5,0.0
clnkr (GPT-5.5),qemu-alpine-ssh,4,1.0
clnkr (GPT-5.5),regex-log,5,1.0
clnkr (GPT-5.5),rstan-to-pystan,5,1.0
clnkr (GPT-5.5),vulnerable-secret,5,1.0
Crux (Claude-Opus-4.6),bn-fit-modify,5,1.0
Crux (Claude-Opus-4.6),build-pmars,5,0.6
Crux (Claude-Opus-4.6),crack-7z-hash,5,1.0
Crux (Claude-Opus-4.6),custom-memory-heap-crash,5,1.0
Crux (Claude-Opus-4.6),db-wal-recovery,5,1.0
Crux (Claude-Opus-4.6),filter-js-from-html,5,0.2
Crux (Claude-Opus-4.6),install-windows-3.11,3,0.3333
Crux (Claude-Opus-4.6),kv-store-grpc,5,1.0
Crux (Claude-Opus-4.6),mcmc-sampling-stan,4,0.75
Crux (Claude-Opus-4.6),mteb-retrieve,4,0.25
Crux (Claude-Opus-4.6),qemu-alpine-ssh,5,0.8
Crux (Claude-Opus-4.6),regex-log,5,0.4
Crux (Claude-Opus-4.6),rstan-to-pystan,4,0.75
Crux (Claude-Opus-4.6),vulnerable-secret,4,1.0
ClaudeCode (GLM-4.7),bn-fit-modify,5,0.2
ClaudeCode (GLM-4.7),build-pmars,5,0.4
ClaudeCode (GLM-4.7),crack-7z-hash,5,1.0
ClaudeCode (GLM-4.7),custom-memory-heap-crash,5,1.0
ClaudeCode (GLM-4.7),db-wal-recovery,5,0.0
ClaudeCode (GLM-4.7),filter-js-from-html,5,0.0
ClaudeCode (GLM-4.7),install-windows-3.11,5,0.0
ClaudeCode (GLM-4.7),kv-store-grpc,5,1.0
ClaudeCode (GLM-4.7),mcmc-sampling-stan,4,1.0
ClaudeCode (GLM-4.7),mteb-retrieve,5,0.0
ClaudeCode (GLM-4.7),regex-log,5,0.2
ClaudeCode (GLM-4.7),rstan-to-pystan,5,0.2
ClaudeCode (GLM-4.7),vulnerable-secret,5,1.0
NexAU-AHE (gpt-5.5),bn-fit-modify,5,1.0
NexAU-AHE (gpt-5.5),build-pmars,5,1.0
NexAU-AHE (gpt-5.5),crack-7z-hash,5,1.0
NexAU-AHE (gpt-5.5),custom-memory-heap-crash,5,1.0
NexAU-AHE (gpt-5.5),db-wal-recovery,5,1.0
NexAU-AHE (gpt-5.5),filter-js-from-html,5,0.0
NexAU-AHE (gpt-5.5),install-windows-3.11,5,0.4
NexAU-AHE (gpt-5.5),kv-store-grpc,5,1.0
NexAU-AHE (gpt-5.5),mcmc-sampling-stan,5,0.6
NexAU-AHE (gpt-5.5),mteb-retrieve,5,1.0
NexAU-AHE (gpt-5.5),qemu-alpine-ssh,4,1.0
NexAU-AHE (gpt-5.5),regex-log,5,1.0
NexAU-AHE (gpt-5.5),rstan-to-pystan,5,1.0
NexAU-AHE (gpt-5.5),vulnerable-secret,5,1.0
Deep-Agents (GPT-5.2-Codex),bn-fit-modify,5,0.8
Deep-Agents (GPT-5.2-Codex),build-pmars,5,1.0
Deep-Agents (GPT-5.2-Codex),crack-7z-hash,4,1.0
Deep-Agents (GPT-5.2-Codex),custom-memory-heap-crash,5,1.0
Deep-Agents (GPT-5.2-Codex),db-wal-recovery,3,1.0
Deep-Agents (GPT-5.2-Codex),filter-js-from-html,5,0.0
Deep-Agents (GPT-5.2-Codex),install-windows-3.11,5,0.0
Deep-Agents (GPT-5.2-Codex),kv-store-grpc,5,1.0
Deep-Agents (GPT-5.2-Codex),mcmc-sampling-stan,4,1.0
Deep-Agents (GPT-5.2-Codex),mteb-retrieve,5,0.2
Deep-Agents (GPT-5.2-Codex),qemu-alpine-ssh,2,1.0
Deep-Agents (GPT-5.2-Codex),regex-log,5,1.0
Deep-Agents (GPT-5.2-Codex),rstan-to-pystan,3,1.0
Deep-Agents (GPT-5.2-Codex),vulnerable-secret,5,1.0
logos-latest (claude-opus-4.7),bn-fit-modify,5,1.0
logos-latest (claude-opus-4.7),build-pmars,5,0.8
logos-latest (claude-opus-4.7),crack-7z-hash,5,1.0
logos-latest (claude-opus-4.7),custom-memory-heap-crash,5,1.0
logos-latest (claude-opus-4.7),db-wal-recovery,5,1.0
logos-latest (claude-opus-4.7),filter-js-from-html,5,1.0
logos-latest (claude-opus-4.7),kv-store-grpc,5,1.0
logos-latest (claude-opus-4.7),mcmc-sampling-stan,5,1.0
logos-latest (claude-opus-4.7),mteb-retrieve,5,1.0
logos-latest (claude-opus-4.7),qemu-alpine-ssh,3,1.0
logos-latest (claude-opus-4.7),regex-log,5,1.0
logos-latest (claude-opus-4.7),rstan-to-pystan,5,1.0
logos-latest (claude-opus-4.7),vulnerable-secret,5,1.0
MAYA (Claude-4.5-sonnet),bn-fit-modify,5,0.0
MAYA (Claude-4.5-sonnet),build-pmars,5,0.0
MAYA (Claude-4.5-sonnet),crack-7z-hash,5,1.0
MAYA (Claude-4.5-sonnet),custom-memory-heap-crash,5,1.0
MAYA (Claude-4.5-sonnet),db-wal-recovery,5,1.0
MAYA (Claude-4.5-sonnet),filter-js-from-html,5,1.0
MAYA (Claude-4.5-sonnet),install-windows-3.11,5,0.0
MAYA (Claude-4.5-sonnet),kv-store-grpc,5,0.0
MAYA (Claude-4.5-sonnet),mcmc-sampling-stan,5,0.0
MAYA (Claude-4.5-sonnet),mteb-retrieve,1,0.0
MAYA (Claude-4.5-sonnet),qemu-alpine-ssh,5,0.0
MAYA (Claude-4.5-sonnet),regex-log,5,1.0
MAYA (Claude-4.5-sonnet),rstan-to-pystan,5,1.0
MAYA (Claude-4.5-sonnet),vulnerable-secret,5,0.0
CodeBrain-1 (Gemini-3-Pro-Preview),bn-fit-modify,5,1.0
CodeBrain-1 (Gemini-3-Pro-Preview),build-pmars,3,0.3333
CodeBrain-1 (Gemini-3-Pro-Preview),crack-7z-hash,3,1.0
CodeBrain-1 (Gemini-3-Pro-Preview),custom-memory-heap-crash,5,1.0
CodeBrain-1 (Gemini-3-Pro-Preview),db-wal-recovery,5,0.0
CodeBrain-1 (Gemini-3-Pro-Preview),filter-js-from-html,5,0.0
CodeBrain-1 (Gemini-3-Pro-Preview),install-windows-3.11,5,0.0
CodeBrain-1 (Gemini-3-Pro-Preview),kv-store-grpc,5,1.0
CodeBrain-1 (Gemini-3-Pro-Preview),mcmc-sampling-stan,5,1.0
CodeBrain-1 (Gemini-3-Pro-Preview),mteb-retrieve,5,0.0
CodeBrain-1 (Gemini-3-Pro-Preview),qemu-alpine-ssh,2,0.5
CodeBrain-1 (Gemini-3-Pro-Preview),regex-log,5,1.0
CodeBrain-1 (Gemini-3-Pro-Preview),rstan-to-pystan,5,0.8
CodeBrain-1 (Gemini-3-Pro-Preview),vulnerable-secret,5,1.0
Ante (Gemini-3-Pro-Preview),bn-fit-modify,5,0.8
Ante (Gemini-3-Pro-Preview),build-pmars,5,0.4
Ante (Gemini-3-Pro-Preview),crack-7z-hash,2,1.0
Ante (Gemini-3-Pro-Preview),custom-memory-heap-crash,5,1.0
Ante (Gemini-3-Pro-Preview),db-wal-recovery,5,0.0
Ante (Gemini-3-Pro-Preview),filter-js-from-html,5,0.0
Ante (Gemini-3-Pro-Preview),install-windows-3.11,5,0.0
Ante (Gemini-3-Pro-Preview),kv-store-grpc,5,1.0
Ante (Gemini-3-Pro-Preview),mcmc-sampling-stan,5,1.0
Ante (Gemini-3-Pro-Preview),mteb-retrieve,5,0.6
Ante (Gemini-3-Pro-Preview),qemu-alpine-ssh,3,0.6667
Ante (Gemini-3-Pro-Preview),regex-log,5,1.0
Ante (Gemini-3-Pro-Preview),rstan-to-pystan,5,0.6
Ante (Gemini-3-Pro-Preview),vulnerable-secret,5,1.0
Terminus-KIRA (Gemini-3.1-Pro-Preview),bn-fit-modify,5,1.0
Terminus-KIRA (Gemini-3.1-Pro-Preview),build-pmars,5,1.0
Terminus-KIRA (Gemini-3.1-Pro-Preview),crack-7z-hash,3,1.0
Terminus-KIRA (Gemini-3.1-Pro-Preview),custom-memory-heap-crash,5,1.0
Terminus-KIRA (Gemini-3.1-Pro-Preview),db-wal-recovery,2,0.5
Terminus-KIRA (Gemini-3.1-Pro-Preview),filter-js-from-html,5,0.0
Terminus-KIRA (Gemini-3.1-Pro-Preview),install-windows-3.11,5,0.0
Terminus-KIRA (Gemini-3.1-Pro-Preview),kv-store-grpc,5,1.0
Terminus-KIRA (Gemini-3.1-Pro-Preview),mcmc-sampling-stan,5,1.0
Terminus-KIRA (Gemini-3.1-Pro-Preview),mteb-retrieve,5,1.0
Terminus-KIRA (Gemini-3.1-Pro-Preview),qemu-alpine-ssh,4,1.0
Terminus-KIRA (Gemini-3.1-Pro-Preview),regex-log,5,1.0
Terminus-KIRA (Gemini-3.1-Pro-Preview),rstan-to-pystan,5,0.6
Terminus-KIRA (Gemini-3.1-Pro-Preview),vulnerable-secret,5,1.0
hookele (gpt5.1-codex-mini),bn-fit-modify,5,1.0
hookele (gpt5.1-codex-mini),build-pmars,5,1.0
hookele (gpt5.1-codex-mini),crack-7z-hash,5,1.0
hookele (gpt5.1-codex-mini),custom-memory-heap-crash,5,1.0
hookele (gpt5.1-codex-mini),db-wal-recovery,5,1.0
hookele (gpt5.1-codex-mini),filter-js-from-html,5,0.0
hookele (gpt5.1-codex-mini),install-windows-3.11,5,0.0
hookele (gpt5.1-codex-mini),kv-store-grpc,5,1.0
hookele (gpt5.1-codex-mini),mcmc-sampling-stan,5,0.8
hookele (gpt5.1-codex-mini),mteb-retrieve,5,0.0
hookele (gpt5.1-codex-mini),qemu-alpine-ssh,3,1.0
hookele (gpt5.1-codex-mini),regex-log,5,1.0
hookele (gpt5.1-codex-mini),rstan-to-pystan,3,1.0
hookele (gpt5.1-codex-mini),vulnerable-secret,5,1.0
LemonHarness_GPT-5.3-CodeX (),bn-fit-modify,5,1.0
LemonHarness_GPT-5.3-CodeX (),build-pmars,5,1.0
LemonHarness_GPT-5.3-CodeX (),crack-7z-hash,4,1.0
LemonHarness_GPT-5.3-CodeX (),custom-memory-heap-crash,5,1.0
LemonHarness_GPT-5.3-CodeX (),db-wal-recovery,5,1.0
LemonHarness_GPT-5.3-CodeX (),filter-js-from-html,5,0.0
LemonHarness_GPT-5.3-CodeX (),kv-store-grpc,5,1.0
LemonHarness_GPT-5.3-CodeX (),mcmc-sampling-stan,4,1.0
LemonHarness_GPT-5.3-CodeX (),mteb-retrieve,5,1.0
LemonHarness_GPT-5.3-CodeX (),qemu-alpine-ssh,4,1.0
LemonHarness_GPT-5.3-CodeX (),regex-log,5,1.0
LemonHarness_GPT-5.3-CodeX (),rstan-to-pystan,4,1.0
LemonHarness_GPT-5.3-CodeX (),vulnerable-secret,5,1.0
OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),bn-fit-modify,5,1.0
OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),build-pmars,5,1.0
OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),crack-7z-hash,5,1.0
OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),custom-memory-heap-crash,5,1.0
OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),db-wal-recovery,5,0.0
OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),filter-js-from-html,5,0.0
OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),install-windows-3.11,5,0.0
OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),kv-store-grpc,5,1.0
OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),mcmc-sampling-stan,5,1.0
OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),mteb-retrieve,5,0.6
OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),qemu-alpine-ssh,5,1.0
OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),regex-log,5,1.0
OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),rstan-to-pystan,5,0.8
OB-1_GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),vulnerable-secret,5,1.0
JJAgent (Multiple),bn-fit-modify,10,1.0
JJAgent (Multiple),build-pmars,10,1.0
JJAgent (Multiple),crack-7z-hash,10,1.0
JJAgent (Multiple),custom-memory-heap-crash,10,1.0
JJAgent (Multiple),db-wal-recovery,10,0.5
JJAgent (Multiple),filter-js-from-html,10,0.0
JJAgent (Multiple),install-windows-3.11,10,0.0
JJAgent (Multiple),kv-store-grpc,10,1.0
JJAgent (Multiple),mcmc-sampling-stan,10,1.0
JJAgent (Multiple),mteb-retrieve,10,1.0
JJAgent (Multiple),qemu-alpine-ssh,9,0.8889
JJAgent (Multiple),regex-log,10,1.0
JJAgent (Multiple),rstan-to-pystan,10,1.0
JJAgent (Multiple),vulnerable-secret,10,1.0
Codelia (GPT-5.3-Codex),bn-fit-modify,5,1.0
Codelia (GPT-5.3-Codex),build-pmars,5,1.0
Codelia (GPT-5.3-Codex),crack-7z-hash,5,1.0
Codelia (GPT-5.3-Codex),custom-memory-heap-crash,5,1.0
Codelia (GPT-5.3-Codex),db-wal-recovery,5,0.0
Codelia (GPT-5.3-Codex),filter-js-from-html,5,0.0
Codelia (GPT-5.3-Codex),install-windows-3.11,5,0.0
Codelia (GPT-5.3-Codex),kv-store-grpc,5,0.8
Codelia (GPT-5.3-Codex),mcmc-sampling-stan,5,1.0
Codelia (GPT-5.3-Codex),mteb-retrieve,5,0.2
Codelia (GPT-5.3-Codex),regex-log,5,1.0
Codelia (GPT-5.3-Codex),rstan-to-pystan,5,1.0
Codelia (GPT-5.3-Codex),vulnerable-secret,5,1.0
Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),bn-fit-modify,5,1.0
Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),build-pmars,5,1.0
Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),crack-7z-hash,5,1.0
Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),custom-memory-heap-crash,5,1.0
Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),db-wal-recovery,5,1.0
Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),filter-js-from-html,5,0.2
Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),install-windows-3.11,5,1.0
Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),kv-store-grpc,5,0.8
Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),mcmc-sampling-stan,5,0.6
Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),mteb-retrieve,5,0.4
Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),qemu-alpine-ssh,5,0.0
Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),regex-log,5,1.0
Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),rstan-to-pystan,5,1.0
Polaris (Claude-Opus-4.7-GPT-5.5-Gemini-3.1-Pro),vulnerable-secret,5,1.0
CodeBrain-1.5 (GPT-5.3-Codex),bn-fit-modify,5,0.8
CodeBrain-1.5 (GPT-5.3-Codex),build-pmars,5,1.0
CodeBrain-1.5 (GPT-5.3-Codex),crack-7z-hash,4,1.0
CodeBrain-1.5 (GPT-5.3-Codex),custom-memory-heap-crash,5,1.0
CodeBrain-1.5 (GPT-5.3-Codex),db-wal-recovery,5,1.0
CodeBrain-1.5 (GPT-5.3-Codex),filter-js-from-html,4,0.0
CodeBrain-1.5 (GPT-5.3-Codex),install-windows-3.11,5,0.0
CodeBrain-1.5 (GPT-5.3-Codex),kv-store-grpc,5,1.0
CodeBrain-1.5 (GPT-5.3-Codex),mcmc-sampling-stan,5,1.0
CodeBrain-1.5 (GPT-5.3-Codex),mteb-retrieve,5,1.0
CodeBrain-1.5 (GPT-5.3-Codex),qemu-alpine-ssh,3,1.0
CodeBrain-1.5 (GPT-5.3-Codex),regex-log,5,1.0
CodeBrain-1.5 (GPT-5.3-Codex),rstan-to-pystan,4,1.0
CodeBrain-1.5 (GPT-5.3-Codex),vulnerable-secret,5,1.0
Mux (GPT-5.3-Codex),bn-fit-modify,5,1.0
Mux (GPT-5.3-Codex),build-pmars,5,1.0
Mux (GPT-5.3-Codex),crack-7z-hash,5,1.0
Mux (GPT-5.3-Codex),custom-memory-heap-crash,5,1.0
Mux (GPT-5.3-Codex),db-wal-recovery,3,1.0
Mux (GPT-5.3-Codex),filter-js-from-html,5,0.0
Mux (GPT-5.3-Codex),install-windows-3.11,5,0.0
Mux (GPT-5.3-Codex),kv-store-grpc,5,1.0
Mux (GPT-5.3-Codex),mcmc-sampling-stan,5,1.0
Mux (GPT-5.3-Codex),mteb-retrieve,5,0.2
Mux (GPT-5.3-Codex),qemu-alpine-ssh,1,1.0
Mux (GPT-5.3-Codex),regex-log,5,1.0
Mux (GPT-5.3-Codex),rstan-to-pystan,5,1.0
Mux (GPT-5.3-Codex),vulnerable-secret,5,1.0
little-coder (qwen3.6-35b-a3b),bn-fit-modify,5,0.0
little-coder (qwen3.6-35b-a3b),build-pmars,5,0.6
little-coder (qwen3.6-35b-a3b),crack-7z-hash,5,0.8
little-coder (qwen3.6-35b-a3b),custom-memory-heap-crash,5,0.0
little-coder (qwen3.6-35b-a3b),db-wal-recovery,5,0.0
little-coder (qwen3.6-35b-a3b),filter-js-from-html,4,0.0
little-coder (qwen3.6-35b-a3b),install-windows-3.11,5,0.0
little-coder (qwen3.6-35b-a3b),kv-store-grpc,5,0.0
little-coder (qwen3.6-35b-a3b),mcmc-sampling-stan,5,0.2
little-coder (qwen3.6-35b-a3b),mteb-retrieve,5,0.0
little-coder (qwen3.6-35b-a3b),qemu-alpine-ssh,3,0.0
little-coder (qwen3.6-35b-a3b),regex-log,5,0.0
little-coder (qwen3.6-35b-a3b),rstan-to-pystan,5,0.0
little-coder (qwen3.6-35b-a3b),vulnerable-secret,5,1.0
OpenSage (Gemini-3-Pro-Preview),bn-fit-modify,5,1.0
OpenSage (Gemini-3-Pro-Preview),build-pmars,4,0.0
OpenSage (Gemini-3-Pro-Preview),crack-7z-hash,5,1.0
OpenSage (Gemini-3-Pro-Preview),custom-memory-heap-crash,5,1.0
OpenSage (Gemini-3-Pro-Preview),db-wal-recovery,5,0.0
OpenSage (Gemini-3-Pro-Preview),filter-js-from-html,1,0.0
OpenSage (Gemini-3-Pro-Preview),install-windows-3.11,5,0.0
OpenSage (Gemini-3-Pro-Preview),kv-store-grpc,5,1.0
OpenSage (Gemini-3-Pro-Preview),mcmc-sampling-stan,5,1.0
OpenSage (Gemini-3-Pro-Preview),mteb-retrieve,5,0.0
OpenSage (Gemini-3-Pro-Preview),qemu-alpine-ssh,4,0.0
OpenSage (Gemini-3-Pro-Preview),regex-log,5,1.0
OpenSage (Gemini-3-Pro-Preview),rstan-to-pystan,4,1.0
OpenSage (Gemini-3-Pro-Preview),vulnerable-secret,5,1.0
MAYA (Claude-4.6-opus),bn-fit-modify,5,1.0
MAYA (Claude-4.6-opus),build-pmars,5,1.0
MAYA (Claude-4.6-opus),crack-7z-hash,5,0.0
MAYA (Claude-4.6-opus),custom-memory-heap-crash,5,1.0
MAYA (Claude-4.6-opus),db-wal-recovery,5,0.0
MAYA (Claude-4.6-opus),filter-js-from-html,3,0.0
MAYA (Claude-4.6-opus),install-windows-3.11,5,0.0
MAYA (Claude-4.6-opus),kv-store-grpc,5,1.0
MAYA (Claude-4.6-opus),mcmc-sampling-stan,5,1.0
MAYA (Claude-4.6-opus),mteb-retrieve,5,0.6
MAYA (Claude-4.6-opus),qemu-alpine-ssh,5,1.0
MAYA (Claude-4.6-opus),regex-log,5,1.0
MAYA (Claude-4.6-opus),rstan-to-pystan,5,0.8
MAYA (Claude-4.6-opus),vulnerable-secret,5,1.0
Capy (GPT-5.5),bn-fit-modify,5,1.0
Capy (GPT-5.5),build-pmars,5,1.0
Capy (GPT-5.5),crack-7z-hash,5,1.0
Capy (GPT-5.5),custom-memory-heap-crash,5,1.0
Capy (GPT-5.5),db-wal-recovery,5,0.4
Capy (GPT-5.5),filter-js-from-html,5,0.0
Capy (GPT-5.5),install-windows-3.11,5,0.2
Capy (GPT-5.5),kv-store-grpc,5,1.0
Capy (GPT-5.5),mcmc-sampling-stan,4,1.0
Capy (GPT-5.5),mteb-retrieve,5,1.0
Capy (GPT-5.5),qemu-alpine-ssh,5,1.0
Capy (GPT-5.5),regex-log,5,1.0
Capy (GPT-5.5),rstan-to-pystan,5,1.0
Capy (GPT-5.5),vulnerable-secret,5,1.0
OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),bn-fit-modify,5,1.0
OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),build-pmars,5,1.0
OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),crack-7z-hash,5,1.0
OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),custom-memory-heap-crash,5,1.0
OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),db-wal-recovery,5,1.0
OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),filter-js-from-html,5,0.0
OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),install-windows-3.11,5,0.0
OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),kv-store-grpc,5,1.0
OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),mcmc-sampling-stan,5,1.0
OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),mteb-retrieve,5,0.2
OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),qemu-alpine-ssh,5,1.0
OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),regex-log,5,1.0
OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),rstan-to-pystan,5,1.0
OB-1_GPT-5.4-GPT-5.3-Codex-Claude-Opus-4.5-Claude-Opus-4.6 (),vulnerable-secret,5,1.0
Droid (GPT-5.3-Codex),bn-fit-modify,5,1.0
Droid (GPT-5.3-Codex),build-pmars,5,1.0
Droid (GPT-5.3-Codex),crack-7z-hash,5,1.0
Droid (GPT-5.3-Codex),custom-memory-heap-crash,5,1.0
Droid (GPT-5.3-Codex),db-wal-recovery,5,0.4
Droid (GPT-5.3-Codex),filter-js-from-html,5,0.0
Droid (GPT-5.3-Codex),install-windows-3.11,5,0.0
Droid (GPT-5.3-Codex),kv-store-grpc,5,1.0
Droid (GPT-5.3-Codex),mcmc-sampling-stan,5,0.0
Droid (GPT-5.3-Codex),mteb-retrieve,5,0.0
Droid (GPT-5.3-Codex),regex-log,5,1.0
Droid (GPT-5.3-Codex),rstan-to-pystan,5,1.0
Droid (GPT-5.3-Codex),vulnerable-secret,5,1.0
Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),bn-fit-modify,5,0.8
Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),build-pmars,5,0.8
Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),crack-7z-hash,4,1.0
Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),custom-memory-heap-crash,5,1.0
Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),db-wal-recovery,2,0.5
Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),filter-js-from-html,5,0.0
Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),install-windows-3.11,5,0.0
Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),kv-store-grpc,5,1.0
Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),mcmc-sampling-stan,4,1.0
Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),mteb-retrieve,5,0.4
Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),qemu-alpine-ssh,3,1.0
Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),regex-log,5,1.0
Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),rstan-to-pystan,5,1.0
Junie_CLI (Gemini-3-Flash-Preview-Gemini-3.1-Pro-Preview-Claude-Opus-4.6-GPT-5.3-Codex),vulnerable-secret,5,1.0