All evidence cases
Terminal-Bench 2.1terminalVim scriptCSV

Transform a million-row CSV with Vim macros

Create a restricted Vim script containing three compact macros that transforms input.csv to the expected file byte for byte.

large-scale-text-editing

Normalized profile

What this task asks for

Create a restricted Vim script containing three compact macros that transforms input.csv to the expected file byte for byte. Define non-empty registers a, b, and c with fewer than 200 total keystrokes. Use only allowed setreg, %normal, and exit commands. Run headlessly with Vim. Match /app/expected.csv byte for byte.

  • data transformation
  • performance optimization
  • text editor
  • macro registers
  • Vim
  • CSV
  • /app/apply_macros.vim
  • transformed /app/input.csv
  • quantitative performance, accuracy, or resource constraints
  • cross-language or cross-format integration

Published evidence

Model × harness outcomes

Counts are tied to these exact configurations. Harnesses are not treated as equivalent across benchmarks.

Models
13
Configurations
20
Trials
100

Showing 20 of 20 configurations

ModelHarnessEffortResultPasses
claude-fable-5anthropic · 2026-06-07claude-code2.1.167xhighAll passed5/5
claude-fable-5anthropic · 2026-06-05terminus-22.0.0highAll passed5/5
claude-opus-4-7anthropic · 2026-05-01claude-code2.1.123maxAll passed5/5
claude-opus-4-7anthropic · 2026-05-01terminus-22.0.0maxMixed1 errors4/5
claude-opus-4-8anthropic · 2026-07-09claude-code2.1.205highAll passed5/5
claude-sonnet-5anthropic · 2026-07-09claude-code2.1.205highAll passed5/5
gemini-3-pro-previewgemini · 2026-05-01gemini-cli0.40.0highMixed4/5
gemini-3-pro-previewgemini · 2026-05-01terminus-22.0.0highAll passed5/5
gemini-3.1-pro-previewgemini · 2026-05-05gemini-cli0.40.0highAll passed5/5
gemini-3.1-pro-previewgemini · 2026-05-05terminus-22.0.0highAll passed5/5
glm-5.1zai · 2026-05-01claude-code2.1.123maxAll passed5/5
gpt-5.5openai · 2026-05-01codex0.125.0xhighAll passed5/5
gpt-5.5openai · 2026-05-01terminus-22.0.0xhighAll passed5/5
gpt-5.6-lunaopenai · 2026-07-10codex0.144.0maxAll passed5/5
gpt-5.6-lunaopenai · 2026-07-11codex0.144.1maxAll passed5/5
gpt-5.6-solopenai · 2026-07-10codex0.144.0maxAll passed5/5
gpt-5.6-terraopenai · 2026-07-10codex0.144.0maxMixed3/5
gpt-5.6-terraopenai · 2026-07-11codex0.144.1maxMixed4/5
grok-4.5cursor · 2026-07-09cursor-cli2026.07.08-0c04a8adefaultAll passed5/5
muse-spark-1.1openai · 2026-07-09mini-swe-agent2.4.5xhighAll passed5/5