Insights6 min read2026-09-04

Agent Harness Rankings: August 2026 Report

August 2026 agent harness rankings by observed routed-token volume: the 30-day leaders, seven-day movements, the new entrant, and the method behind the numbers.

ByHarnessRouter Editorial Team
A descending row of stacked ceramic discs measured by a caliper, a physical bar chart representing the month's harness usage rankings
August, measured: token columns from tallest to shortest, one stack per harness in the measured window.

The snapshot

August 2026 in four movements

Snapshot as of August 31, 2026; the latest complete usage windows end August 30. The dated report you are reading is a monthly record; the continuously updated numbers live at the live agent harness rankings.

  • Hermes Agent held #1 in the 30-day ranking with 48.10T routed tokens, more than the next four harnesses combined.
  • The top four positions did not move: Hermes Agent, Claude Code, Kilo Code, Cline.
  • DeepSeek Harness is the month's highest-ranked new entrant: #7 in the 30-day comparison and #5 in the latest seven-day window.
  • Codebuff slipped from #9 to #13; Command Code entered the top 10 at #10.

Read this first

What these numbers measure

Data scope: these rankings use a public app-ranking dataset ingested by our daily pipeline; the continuously refreshed view lives at the live agent harness rankings. Token and request totals count only traffic captured by that dataset. They do not represent each product's total usage, since many agents route most traffic through first-party keys, and rank changes apply only within this routed-traffic dataset. Snapshot: August 31, 2026; latest complete windows end August 30.

Disclosure: Hermes Agent is a harness we operate. HarnessRouter itself is not ranked here; it is the layer above this catalog, not a competitor within it.

The table

The 30-day top 10

Latest window: August 1 through August 30, ranked by observed routed-token volume. Change is relative to the preceding 30-day window, July 24 through August 22.

RankHarnessTokensPreviousChange
1Hermes Agent48.10T10
2Claude Code13.03T20
3Kilo Code9.07T30
4Cline7.01T40
5Pi5.26T6+1
6OpenClaw4.52T5-1
7DeepSeek Harness3.28TNewNew
8Codex2.28T7-1
9Cursor0.88T8-1
10Command Code0.71T11+1

New means absent from the comparison window, not necessarily a newly launched product.

Momentum

The seven-day top five

Latest week: August 24 through August 30, against August 16 through August 22. The short window shows the most recent week on its own terms, before the 30-day average smooths it.

RankHarnessTokensPrevious
1Hermes Agent13.83T1
2Claude Code4.64T2
3Kilo Code2.68T3
4Cline2.26T4
5DeepSeek Harness2.04TNew

Movements

What changed in August

  • The top four held: Hermes Agent, Claude Code, Kilo Code, and Cline kept their 30-day positions between the two compared windows.
  • Pi and OpenClaw swapped #5 and #6.
  • DeepSeek Harness, which went live on HarnessRouter on August 21, appeared at #7 in the 30-day comparison and reached #5 in the latest week; see the launch coverage for context.
  • Command Code climbed into the top 10 at #10; OpenHands slipped to #11; Codebuff fell from #9 to #13.

We report movements, not causes. Where a movement coincides with a documented event, we link the record and leave the inference to you. If you are choosing a coding agent rather than tracking the category, start from the best AI coding agents in 2026.

Method

How this ranking is calculated

  • Data source: the public routed-usage dataset behind our live agent harness rankings, ingested by our pipeline daily.
  • Primary metric: routed tokens per app in the stated window.
  • Primary period: the latest complete rolling 30-day window; momentum uses the latest complete seven-day window.
  • Rank changes compare the latest window to the preceding same-length window, with exact dates stated on each table.
  • The live, continuously updated version of this data is the agent harness rankings page; this report is its dated monthly record.

Run them

From reading rankings to running harnesses

Popularity is one signal; fit for your task is the decision. HarnessRouter is the world's first unified interface for agent harnesses. That means one API contract for tasks, sessions, streaming, files, and results across vendors' complete harnesses. Several of this month's top ten, including Claude Code, Cline, Hermes Agent, and DeepSeek Harness, run through it today, eight harnesses in all with the list growing, so the ranking above can become a same-task comparison on your own workload.

FAQ

Agent harness rankings FAQ

What are agent harness rankings?

A ranking of agent harnesses by token volume observed in a public routed-usage dataset during a stated window, as ingested daily by our pipeline. They measure usage within that dataset, not each product's total worldwide usage.

How are the rankings measured?

The main table orders harnesses by observed routed tokens in the latest complete 30-day window, with rank changes against the preceding 30-day window; a seven-day table shows momentum. Exact dates are stated on every table.

Why is Hermes Agent ranked number one?

Hermes Agent recorded the highest routed-token total in the latest 30-day window, 48.10T. That establishes #1 within this dataset, not across all providers or first-party traffic. Disclosure: Hermes is a harness we operate, ranked by the same data and method as every other entry.

Where is the live version of this data?

On the agent harness rankings page, which updates daily. This report is the dated monthly record of it, published so August's movements stay citable after the live page moves on.

Will this report be monthly?

Yes. Each edition freezes the latest complete snapshot at month end, publishes the 30-day and seven-day tables with their comparison windows, and records the movements. The September 2026 edition follows in early October.

Popularity is a signal. Your task is the judge.

Run the ranked harnesses through one API and keep the choice measurable month after month.

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