Board Position

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Tracked runs9
Last updatedOct 17, 11:49
DiscoveryNot in pool
Source count0

Fallback

A smoother next step

A good next move is to clear the search term on the rankings page, or reset source and category to all, then continue comparing adjacent tools along the board.

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Tool Detail

octobench

Agent Tools

octobench

Benchmark harness that compares coding agents — not just models — on real, contamination-resistant tasks: 80 fail-to-pass cases from merged OSS PRs, long-run sequences, SWE-bench-Live, and 25+ domain benchmarks. We benchmark our own agent, octomind, under the same rules.

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Agent Tools
Signal Read 1

The system has tracked this tool for 9 runs, first seen May 10, 05:02 and most recently updated Oct 17, 11:49.

Score72
Weekly growth+9%
Confidence78%
Primary statusDetail-only tracking

This tool is not on a primary board right now, but its detail tracking is still available.

Discovery statusNot in discovery

This tool did not enter the discovery pool in the latest sync.

Tracked runs9

First seen May 10, 05:02, last updated Oct 17, 11:49.

Source coverage0

No source labels are available yet.

7-day score trend
GitHub signals are derived from stars, forks, watchers, and recent activity.
D1
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7-day rank movement
Lower numbers are closer to the top
#9D1
#11D2
#10D3
#8D4
#8D5
#11D6
#9D7
Signal summary

The system has tracked this tool for 9 runs, first seen May 10, 05:02 and most recently updated Oct 17, 11:49.

Discovery assessment
Discovery originNot in discovery

No additional discovery-origin stats are available yet.

Candidate typeUnclassified

This tool has not entered the discovery pool yet.

Quality score--

No quality score has been recorded yet.

Manual ruleAutomatic

No manual rule is active, so the system judgement is still automatic.

Board footprint
No formal board footprint is available from this sync yet.
Why it matters now
  • GitHub is showing a clear upward signal and is worth adding to the watchlist first.
  • Current category: Agent Tools. A good fit for the watchlist.
  • Current board score: 72. A useful starting point for the next round of real-data validation.
What could make it noisy
  • The signal still mainly comes from a single source, so more cross-validation is recommended.
  • This is still a short-window snapshot and lacks longer-term real history.
Source timeline
No readable timeline has been generated for this sync yet.
Source page evidence

This panel aggregates source pages the system has already fetched and cached, so you can judge whether the tool points to a real product site, an editorial page, or just a seed domain.

No source page evidence has been cached yet. Future syncs or on-demand detail fetches will populate this section.
Raw signals
GitHubNewcomers #7
Oct 17, 11:49

Benchmark harness that compares coding agents — not just models — on real, contamination-resistant tasks: 80 fail-to-pass cases from merged OSS PRs, long-run sequences, SWE-bench-Live, and 25+ domain benchmarks. We benchmark our own agent, octomind, under the same rules.

NEWScore 72Confidence 78%Surge +9%
GitHubagent-evaluationagentic
View crawl detailSnapshot live-20261017114942336983-ad0a93Open source
GitHubMomentum #9
Oct 17, 11:49

Benchmark harness that compares coding agents — not just models — on real, contamination-resistant tasks: 80 fail-to-pass cases from merged OSS PRs, long-run sequences, SWE-bench-Live, and 25+ domain benchmarks. We benchmark our own agent, octomind, under the same rules.

NEWScore 72Confidence 78%Surge +9%
GitHubagent-evaluationagentic
View crawl detailSnapshot live-20261017114942336983-ad0a93Open source
GitHubNewcomers #8
Oct 8, 22:38

Benchmark and compare LLM tool, configuration, and prompt setups using a shared case framework with automated scoring and telemetry.

NEWScore 72Confidence 78%Surge +9%
GitHubagenticagents
View crawl detailSnapshot live-20261008223802704615-36584aOpen source
GitHubMomentum #11
Oct 8, 22:38

Benchmark and compare LLM tool, configuration, and prompt setups using a shared case framework with automated scoring and telemetry.

NEWScore 72Confidence 78%Surge +9%
GitHubagenticagents
View crawl detailSnapshot live-20261008223802704615-36584aOpen source
GitHubDurable Growth #8
Sep 14, 20:16

Benchmark and compare LLM tool, configuration, and prompt setups using a shared case framework with automated scoring and telemetry.

7dScore 88Confidence 78%Surge +22%
GitHubagenticagents
View crawl detailSnapshot live-20260914201603270159-3abc3dOpen source
GitHubMomentum #8
Sep 14, 20:16

Benchmark and compare LLM tool, configuration, and prompt setups using a shared case framework with automated scoring and telemetry.

→ 0Score 88Confidence 78%Surge +22%
GitHubagenticagents
View crawl detailSnapshot live-20260914201603270159-3abc3dOpen source
GitHubNewcomers #6
Sep 14, 19:14

Benchmark and compare LLM tool, configuration, and prompt setups using a shared case framework with automated scoring and telemetry.

NEWScore 72Confidence 78%Surge +9%
GitHubagenticagents
View crawl detailSnapshot live-20260914191454298057-3d61b6Open source
GitHubMomentum #8
Sep 14, 19:14

Benchmark and compare LLM tool, configuration, and prompt setups using a shared case framework with automated scoring and telemetry.

NEWScore 72Confidence 78%Surge +9%
GitHubagenticagents
View crawl detailSnapshot live-20260914191454298057-3d61b6Open source
GitHubNewcomers #7
Aug 15, 17:06

Evaluation of the agents, not just the model, in real-case scenarios

NEWScore 72Confidence 78%Surge +9%
GitHubagenticagents
View crawl detailSnapshot live-20260815170624686781-356bdfOpen source
GitHubMomentum #10
Aug 15, 17:06

Evaluation of the agents, not just the model, in real-case scenarios

NEWScore 72Confidence 78%Surge +9%
GitHubagenticagents
View crawl detailSnapshot live-20260815170624686781-356bdfOpen source
GitHubNewcomers #9
Jul 14, 20:30

Benchmark and compare LLM tool, configuration, and prompt setups using a shared case framework with automated scoring and telemetry.

NEWScore 72Confidence 78%Surge +9%
GitHubagenticagents
View crawl detailSnapshot live-20260714203017173947-69651fOpen source
GitHubMomentum #11
Jul 14, 20:30

Benchmark and compare LLM tool, configuration, and prompt setups using a shared case framework with automated scoring and telemetry.

NEWScore 72Confidence 78%Surge +9%
GitHubagenticagents
View crawl detailSnapshot live-20260714203017173947-69651fOpen source
Continue reading
Peer comparison
There are not enough comparable tools yet for a useful side-by-side comparison.