AI / FlutterBench / Tasks / flutter-manage-state-with-bloc / flutter-manage-state-with-bloc__t57-deepseek-v3
Trial Evaluation

flutter-manage-state-with-bloc__t57-deepseek-v3

Task: google/flutter-manage-state-with-bloc
PARTIAL
67 % Composite Reward
Model DeepSeek V3 DeepSeek
Agent Harness deepseek-cli Standard Baseline
Tokens 80.6k 77.3k in / 3.3k out
Cost $0.0117 USD estimated
Execution Phase Durations
Environment Setup10.0s
Agent Setup10.0s
Agent Execution1.9m
Verifier34.0s

Scoring Rubric Breakdown

Composite Reward = 0.60×Outcome + 0.30×Quality + 0.10×DX

Detailed criteria evaluation produced by automated test graders and LLM rubrics:

OUTCOMEWeight 60%
70%
flutter_build:bundle wt: 20% 1.00

flutter build bundle succeeded.

bloc_unit_tests wt: 40% 0.70

Bloc unit tests for state transition validation.

outcome_heuristics/bloc_provider_present wt: 40% 1.00

BlocProvider wrapping widget tree in main.dart.

QUALITYWeight 30%
61%
StaticAnalysisGrader wt: 50% 0.61

4 linter warnings detected.

structural_validation wt: 30% 0.60

Clean separation of concerns and architectural layers.

idiomatic_review wt: 20% 0.61

Dart 3 idioms (pattern matching, records, sealed classes) adherence.

DXWeight 10%
63%
tool_usage wt: 40% 0.44

Standard command-line execution without language server telemetry.

trajectory wt: 30% 0.63

Multiple retry cycles before settling on solution.

error_recovery wt: 30% 0.63

Fast turnaround from initial compile warnings to clean build.

Agent Execution Trajectory

Sequential step timeline captured during autonomous agent execution:

  1. 1
    step0ms
  2. 2
    step0ms
  3. 3
    step0ms
  4. 4
    step0ms
  5. 5
    step0ms

Generated Code Artifacts

Files modified or generated by the agent during this trial:

📄 artifacts/workspace/lib/bloc/counter_bloc.dart Generated 
// Generated implementation for flutter-manage-state-with-bloc
// Model: deepseek-v3
// Verification score: 0.67 (partial)
📄 artifacts/workspace/lib/bloc/counter_event.dart Generated 
// Generated implementation for flutter-manage-state-with-bloc
// Model: deepseek-v3
// Verification score: 0.67 (partial)
📄 artifacts/workspace/lib/bloc/counter_state.dart Generated 
// Generated implementation for flutter-manage-state-with-bloc
// Model: deepseek-v3
// Verification score: 0.67 (partial)
📄 artifacts/workspace/lib/main.dart Generated 
// Generated implementation for flutter-manage-state-with-bloc
// Model: deepseek-v3
// Verification score: 0.67 (partial)
📄 artifacts/workspace/test/counter_bloc_test.dart Generated 
// Generated implementation for flutter-manage-state-with-bloc
// Model: deepseek-v3
// Verification score: 0.67 (partial)

Execution & Verifier Logs

Verifier Standard Output (test-stdout.txt) 
00:00 +0: loading tests/graders.dart
00:01 +1: Environment setup verification passed.
00:02 +2: Task codebase compilation check.
00:03 +3: 3/5 Manage State with BLoC tests passed.
00:04 +3 -1: 2 edge-case assertions failed.
00:05 +4: Static analysis completed with minor hints.
Overall result: PARTIAL (Score: 0.67)
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