paperclip-runner evalsRun history

Runner protocol eval campaigns

Every recorded campaign, its cost, and its exact source. Public chat replays are linked below; full provider evidence remains in access-controlled workflow artifacts.

Like-for-like trends

Only identical cells, model configurations, and eval-suite SHAs are compared. A changed suite starts a separate series. Report refreshes never count as new measurements. Regressions distinguish model behavior from infrastructure failures.

358 cells · 11 configurations · 4 recorded runs · evals 34e1846c

Cost: solid cyan includes retries; dashed purple is historical final-attempt cost. Missing cost is a gap, not zero. Hover or select a point to inspect its run.

3 cells · 3 configurations · 2 recorded runs · evals 6acc269e
Pass rate over time (%)
Pass rate over time (%). Each point links to its recorded run.100%0Sep 6, 2026, 4:06 PM UTC · gha-34043987287-1 · 0.0% (0/3)Sep 6, 2026, 4:44 PM UTC · gha-34046065010-1 · 0.0% (0/3)09-06 16:06 UTC09-06 16:44 UTC
Estimated cost over time (USD)
Estimated cost over time (USD). Each point links to its recorded run.$0.00009-06 16:06 UTC09-06 16:44 UTC

Cost: solid cyan includes retries; dashed purple is historical final-attempt cost. Missing cost is a gap, not zero. Hover or select a point to inspect its run.

1 cells · 1 configurations · 3 recorded runs · evals 6acc269e

Cost: solid cyan includes retries; dashed purple is historical final-attempt cost. Missing cost is a gap, not zero. Hover or select a point to inspect its run.

All runs · 9

Estimated cost and provider list cost are alternatives, not additive. ≥ means some entries lack usage. Historical final-only cost excludes retry spending. Commit links expose the full SHA on hover.

RunPass / failChange vs matching suiteCost (USD)Exact source
gha-34074939112-1Sep 7, 2026, 2:18 AM UTCFull maintained suiteOpen Evalbook →failed355/358 · 99.2%2 behavior · 1 infrastructure
11 model configurations
  • claude-sonnet-5 · 35/35acpx_runtime · protocol-live-acpx-claude
  • gpt-5.6-sol · 8/8acpx_runtime · protocol-live-acpx-codex-control
  • global.anthropic.claude-sonnet-4-6 · 35/35aws_agentcore_harness_api · protocol-live-aws-agentcore
  • claude-sonnet-5 · 35/35claude_managed_agents_api · protocol-live-claude-managed
  • gpt-5.4-mini · 34/35codex_app_server · protocol-live-mini
  • openrouter/anthropic/claude-sonnet-5 · 35/35opencode_server · protocol-live-opencode-openrouter-claude-sonnet-5
  • openrouter/google/gemini-3.8-flash · 35/35opencode_server · protocol-live-opencode-openrouter-gemini-3-8-flash
  • openrouter/z-ai/glm-5.3 · 33/35opencode_server · protocol-live-opencode-openrouter-glm-5-3
  • openrouter/openai/gpt-6-astra · 35/35opencode_server · protocol-live-opencode-openrouter-gpt-6-astra
  • openrouter/qwen/qwen3.8-max-0902 · 35/35opencode_server · protocol-live-opencode-openrouter-qwen3-8-max-0902
  • openrouter/deepseek/deepseek-v4-flash-0731 · 35/35opencode_server · protocol-live-opencode-openrouter
3 regressions · 2 recoveriesVersus gha-34062394019-1Previously passing → failingPreviously failing → passing
≥ $7.067692Estimated · 357/360 entriesProvider list: ≥ $14.002806All attempts, including retriesPaperclip: 856813baEvals: 34e1846cGitHub Actions ↗refs/heads/master
gha-34062394019-1Sep 6, 2026, 10:09 PM UTC358 recorded cellsOpen Evalbook →failed356/358 · 99.4%2 behavior · 0 infrastructure
11 model configurations
  • claude-sonnet-5 · 35/35acpx_runtime · protocol-live-acpx-claude
  • gpt-5.6-sol · 7/8acpx_runtime · protocol-live-acpx-codex-control
  • global.anthropic.claude-sonnet-4-6 · 35/35aws_agentcore_harness_api · protocol-live-aws-agentcore
  • claude-sonnet-5 · 34/35claude_managed_agents_api · protocol-live-claude-managed
  • gpt-5.4-mini · 35/35codex_app_server · protocol-live-mini
  • openrouter/anthropic/claude-sonnet-5 · 35/35opencode_server · protocol-live-opencode-openrouter-claude-sonnet-5
  • openrouter/google/gemini-3.8-flash · 35/35opencode_server · protocol-live-opencode-openrouter-gemini-3-8-flash
  • openrouter/z-ai/glm-5.3 · 35/35opencode_server · protocol-live-opencode-openrouter-glm-5-3
  • openrouter/openai/gpt-6-astra · 35/35opencode_server · protocol-live-opencode-openrouter-gpt-6-astra
  • openrouter/qwen/qwen3.8-max-0902 · 35/35opencode_server · protocol-live-opencode-openrouter-qwen3-8-max-0902
  • openrouter/deepseek/deepseek-v4-flash-0731 · 35/35opencode_server · protocol-live-opencode-openrouter
2 regressions · 17 recoveriesVersus gha-34060573948-1Previously passing → failingPreviously failing → passing
$6.825017Estimated · 358/358 entriesProvider list: $13.504117Historical final attempts onlyPaperclip: ea8ad2d7Evals: 34e1846cGitHub Actions ↗refs/heads/codex/live-eval-acpx-usage-sept6
gha-34060573948-1Sep 6, 2026, 9:31 PM UTC358 recorded cellsOpen Evalbook →failed341/358 · 95.3%17 behavior · 0 infrastructure
11 model configurations
  • claude-sonnet-5 · 34/35acpx_runtime · protocol-live-acpx-claude
  • gpt-5.6-sol · 7/8acpx_runtime · protocol-live-acpx-codex-control
  • global.anthropic.claude-sonnet-4-6 · 35/35aws_agentcore_harness_api · protocol-live-aws-agentcore
  • claude-sonnet-5 · 33/35claude_managed_agents_api · protocol-live-claude-managed
  • gpt-5.4-mini · 34/35codex_app_server · protocol-live-mini
  • openrouter/anthropic/claude-sonnet-5 · 32/35opencode_server · protocol-live-opencode-openrouter-claude-sonnet-5
  • openrouter/google/gemini-3.8-flash · 35/35opencode_server · protocol-live-opencode-openrouter-gemini-3-8-flash
  • openrouter/z-ai/glm-5.3 · 31/35opencode_server · protocol-live-opencode-openrouter-glm-5-3
  • openrouter/openai/gpt-6-astra · 34/35opencode_server · protocol-live-opencode-openrouter-gpt-6-astra
  • openrouter/qwen/qwen3.8-max-0902 · 33/35opencode_server · protocol-live-opencode-openrouter-qwen3-8-max-0902
  • openrouter/deepseek/deepseek-v4-flash-0731 · 33/35opencode_server · protocol-live-opencode-openrouter
11 regressions · 102 recoveriesVersus gha-34059009921-1Previously passing → failingPreviously failing → passing
$8.891645Estimated · 358/358 entriesProvider list: $15.782736Historical final attempts onlyPaperclip: ec7b35b4Evals: 34e1846cGitHub Actions ↗refs/heads/codex/live-eval-acpx-usage-sept6
gha-34059009921-1Sep 6, 2026, 9:00 PM UTC358 recorded cellsOpen Evalbook →failed250/358 · 69.8%8 behavior · 100 infrastructure
11 model configurations
  • claude-sonnet-5 · 0/35acpx_runtime · protocol-live-acpx-claude
  • gpt-5.6-sol · 0/8acpx_runtime · protocol-live-acpx-codex-control
  • global.anthropic.claude-sonnet-4-6 · 13/35aws_agentcore_harness_api · protocol-live-aws-agentcore
  • claude-sonnet-5 · 34/35claude_managed_agents_api · protocol-live-claude-managed
  • gpt-5.4-mini · 0/35codex_app_server · protocol-live-mini
  • openrouter/anthropic/claude-sonnet-5 · 34/35opencode_server · protocol-live-opencode-openrouter-claude-sonnet-5
  • openrouter/google/gemini-3.8-flash · 35/35opencode_server · protocol-live-opencode-openrouter-gemini-3-8-flash
  • openrouter/z-ai/glm-5.3 · 32/35opencode_server · protocol-live-opencode-openrouter-glm-5-3
  • openrouter/openai/gpt-6-astra · 34/35opencode_server · protocol-live-opencode-openrouter-gpt-6-astra
  • openrouter/qwen/qwen3.8-max-0902 · 34/35opencode_server · protocol-live-opencode-openrouter-qwen3-8-max-0902
  • openrouter/deepseek/deepseek-v4-flash-0731 · 34/35opencode_server · protocol-live-opencode-openrouter
No matching baseline≥ $5.409070Estimated · 258/358 entriesProvider list: ≥ $11.011875Historical final attempts onlyPaperclip: b55ce03eEvals: 34e1846cGitHub Actions ↗refs/heads/master
gha-34048154081-1Sep 6, 2026, 5:24 PM UTC1 recorded cellsOpen Evalbook →failed0/1 · 0.0%1 behavior · 0 infrastructure
1 model configurations
  • global.anthropic.claude-sonnet-4-6 · 0/1aws_agentcore_harness_api · protocol-live-aws-agentcore
0 regressions · 0 recoveriesVersus gha-34047619729-1
$0.000000Estimated · 1/1 entriesProvider list: $0.000000Historical final attempts onlyPaperclip: c3adbe75Evals: 6acc269eGitHub Actions ↗refs/heads/codex/live-eval-bootstrap-smoke
gha-34047619729-1Sep 6, 2026, 5:14 PM UTC1 recorded cellsOpen Evalbook →failed0/1 · 0.0%1 behavior · 0 infrastructure
1 model configurations
  • global.anthropic.claude-sonnet-4-6 · 0/1aws_agentcore_harness_api · protocol-live-aws-agentcore
0 regressions · 0 recoveriesVersus gha-34046937609-1
$0.000000Estimated · 1/1 entriesProvider list: $0.000000Historical final attempts onlyPaperclip: 1e806740Evals: 6acc269eGitHub Actions ↗refs/heads/codex/live-eval-bootstrap-smoke
gha-34046937609-1Sep 6, 2026, 5:01 PM UTC1 recorded cellsOpen Evalbook →failed0/1 · 0.0%1 behavior · 0 infrastructure
1 model configurations
  • global.anthropic.claude-sonnet-4-6 · 0/1aws_agentcore_harness_api · protocol-live-aws-agentcore
No matching baseline$0.000000Estimated · 1/1 entriesProvider list: $0.000000Historical final attempts onlyPaperclip: 4425f73cEvals: 6acc269eGitHub Actions ↗refs/heads/codex/live-eval-bootstrap-smoke
gha-34046065010-1Sep 6, 2026, 4:44 PM UTC3 recorded cellsOpen Evalbook →failed0/3 · 0.0%0 behavior · 3 infrastructure
3 model configurations
  • claude-sonnet-5 · 0/1acpx_runtime · protocol-live-acpx-claude
  • gpt-5.6-sol · 0/1acpx_runtime · protocol-live-acpx-codex-control
  • global.anthropic.claude-sonnet-4-6 · 0/1aws_agentcore_harness_api · protocol-live-aws-agentcore
0 regressions · 0 recoveriesVersus gha-34043987287-1
UnknownEstimated · 0/3 entriesProvider list: UnknownHistorical final attempts onlyPaperclip: 9421d653Evals: 6acc269eGitHub Actions ↗refs/heads/codex/live-eval-bootstrap-smoke
gha-34043987287-1Sep 6, 2026, 4:06 PM UTC3 recorded cellsOpen Evalbook →failed0/3 · 0.0%0 behavior · 3 infrastructure
3 model configurations
  • claude-sonnet-5 · 0/1acpx_runtime · protocol-live-acpx-claude
  • gpt-5.6-sol · 0/1acpx_runtime · protocol-live-acpx-codex-control
  • global.anthropic.claude-sonnet-4-6 · 0/1aws_agentcore_harness_api · protocol-live-aws-agentcore
No matching baselineUnknownEstimated · 0/3 entriesProvider list: UnknownHistorical final attempts onlyPaperclip: 75289b06Evals: 6acc269eGitHub Actions ↗refs/heads/codex/live-eval-bootstrap-smoke
Report refreshes · 2 (no new measurements)
RunPass / failChange vs matching suiteCost (USD)Exact source
gha-34074939112-1-report-history-v1Sep 7, 2026, 2:18 AM UTCReport refresh · no new model calls · source gha-34074939112-1Open Evalbook →failed355/358 · 99.2%2 behavior · 1 infrastructure
11 model configurations
  • claude-sonnet-5 · 35/35acpx_runtime · protocol-live-acpx-claude
  • gpt-5.6-sol · 8/8acpx_runtime · protocol-live-acpx-codex-control
  • global.anthropic.claude-sonnet-4-6 · 35/35aws_agentcore_harness_api · protocol-live-aws-agentcore
  • claude-sonnet-5 · 35/35claude_managed_agents_api · protocol-live-claude-managed
  • gpt-5.4-mini · 34/35codex_app_server · protocol-live-mini
  • openrouter/anthropic/claude-sonnet-5 · 35/35opencode_server · protocol-live-opencode-openrouter-claude-sonnet-5
  • openrouter/google/gemini-3.8-flash · 35/35opencode_server · protocol-live-opencode-openrouter-gemini-3-8-flash
  • openrouter/z-ai/glm-5.3 · 33/35opencode_server · protocol-live-opencode-openrouter-glm-5-3
  • openrouter/openai/gpt-6-astra · 35/35opencode_server · protocol-live-opencode-openrouter-gpt-6-astra
  • openrouter/qwen/qwen3.8-max-0902 · 35/35opencode_server · protocol-live-opencode-openrouter-qwen3-8-max-0902
  • openrouter/deepseek/deepseek-v4-flash-0731 · 35/35opencode_server · protocol-live-opencode-openrouter
Presentation onlyNo additional model costPaperclip: 856813baEvals: 34e1846cGitHub Actions ↗refs/heads/master
gha-34062394019-1-report-site-theme-v3Sep 6, 2026, 10:09 PM UTCReport refresh · no new model calls · source gha-34062394019-1Open Evalbook →failed356/358 · 99.4%2 behavior · 0 infrastructure
11 model configurations
  • claude-sonnet-5 · 35/35acpx_runtime · protocol-live-acpx-claude
  • gpt-5.6-sol · 7/8acpx_runtime · protocol-live-acpx-codex-control
  • global.anthropic.claude-sonnet-4-6 · 35/35aws_agentcore_harness_api · protocol-live-aws-agentcore
  • claude-sonnet-5 · 34/35claude_managed_agents_api · protocol-live-claude-managed
  • gpt-5.4-mini · 35/35codex_app_server · protocol-live-mini
  • openrouter/anthropic/claude-sonnet-5 · 35/35opencode_server · protocol-live-opencode-openrouter-claude-sonnet-5
  • openrouter/google/gemini-3.8-flash · 35/35opencode_server · protocol-live-opencode-openrouter-gemini-3-8-flash
  • openrouter/z-ai/glm-5.3 · 35/35opencode_server · protocol-live-opencode-openrouter-glm-5-3
  • openrouter/openai/gpt-6-astra · 35/35opencode_server · protocol-live-opencode-openrouter-gpt-6-astra
  • openrouter/qwen/qwen3.8-max-0902 · 35/35opencode_server · protocol-live-opencode-openrouter-qwen3-8-max-0902
  • openrouter/deepseek/deepseek-v4-flash-0731 · 35/35opencode_server · protocol-live-opencode-openrouter
Presentation onlyNo additional model costPaperclip: ea8ad2d7Evals: 34e1846cGitHub Actions ↗refs/heads/codex/live-eval-acpx-usage-sept6