coding-agent / rank 7 of 41 / cycle 04
Augment Code benchmark
Indexes a whole repository before it acts, and on a large codebase that is worth the wait: it found the existing tenancy helper in prompt 3 and reused it rather than writing a second one, which no other agent did in every run. The price is the highest in the agent group and the value subscore reflects it. On a small project the advantage largely disappears.
Composite index
75.92
of 100 | 0 versus cycle 03
At a glance
Composite index
75.92
rank 7 of 41
Rank
#7
of 41 measured builders
Median speed
71.6 s
p10 44.9 s, p90 110.0 s
Reliability
88.9%
strict pass rate
SEO score
58.0
0 to 100, SEO and GEO axis
Three strongest axes
- Code ownership97.0
- Reliability88.9
- Agent performance86.0
Three weakest axes
- Speed43.9
- SEO and GEO58.0
- Design output62.0
Median per prompt
71.6 s
p10 44.9 s, p90 110.0 s
Strict pass rate
88.9%
40 pass, 3 partial, 2 fail
Executions recorded
45
5 runs of 9 prompts
Entry price
EUR 45.00
Cheapest plan that can finish the specification
Per axis subscores
Composite recomputed from these ten rows: 75.93. That is the arithmetic behind the index, and you can repeat it by hand.
| Axis | Subscore 0 to 100, tick is the roster median | Score | Median | Weight % | Contribution |
|---|---|---|---|---|---|
| Agent performance | 86.0 | 75.0 | 18 | 15.48 | |
| Reliability | 88.9 | 71.1 | 18 | 16.00 | |
| Scalability | 84.0 | 70.0 | 13 | 10.92 | |
| SEO and GEO | 58.0 | 58.0 | 12 | 6.96 | |
| API and MCP | 74.0 | 62.0 | 9 | 6.66 | |
| Integrations | 76.0 | 66.0 | 8 | 6.08 | |
| Design output | 62.0 | 71.0 | 7 | 4.34 | |
| Speed | 43.9 | 33.0 | 7 | 3.07 | |
| Value | 70.0 | 76.0 | 5 | 3.50 | |
| Code ownership | 97.0 | 90.0 | 3 | 2.91 |
Speed distribution
Every recorded prompt duration for Augment Code, in seconds. The cyan tick on the whisker is the median.
Spread against the cohort
p10 44.9 s / median 71.6 s / p90 110.0 s
Scale is shared with every product in the cohort, so the bars are directly comparable between pages. Ratio of p90 to median is 1.54x.
Outcome split
40 pass / 3 partial / 2 fail
SEO and GEO measurements
Taken from the public marketing page this product generated in prompt 8, fetched with JavaScript disabled.
HTML bytes, no JS
22.0 KB
22,528 bytes of real text content with scripts blocked
LCP
1,800 ms
Throttled connection, cold cache
CLS
0.040
Cumulative layout shift on load
SEO and GEO subscore
58.0
0 to 100, worth 12 index points
Raw run data: 45 executions
One row per prompt execution. Nothing is aggregated away, nothing is hidden, including the failures.
| Run | Prompt | Prompt target | Started | Duration (s) | Outcome | Note |
|---|---|---|---|---|---|---|
| R01 | P01 | Tenant and user model | 11 Aug 2026 08:00 UTC | 97.0 | pass | |
| R01 | P02 | Authentication and session | 11 Aug 2026 08:03 UTC | 99.2 | pass | |
| R01 | P03 | Projects CRUD with tenancy | 11 Aug 2026 08:07 UTC | 134.7 | pass | Reused the existing tenancy helper instead of writing a second one. No duplicate policy code in the diff. |
| R01 | P04 | Public REST API with keys | 11 Aug 2026 08:11 UTC | 83.8 | pass | |
| R01 | P05 | Outbound webhooks with signatures | 11 Aug 2026 08:14 UTC | 65.1 | pass | |
| R01 | P06 | Background jobs | 11 Aug 2026 08:17 UTC | 70.8 | fail | Deployed URL returned 500 on every request. |
| R01 | P07 | Admin panel | 11 Aug 2026 08:21 UTC | 89.5 | pass | |
| R01 | P08 | Public marketing surface | 11 Aug 2026 08:24 UTC | 82.4 | partial | Error envelope inconsistent between two of the endpoints. |
| R01 | P09 | Hardening pass | 11 Aug 2026 08:28 UTC | 46.0 | pass | |
| R02 | P01 | Tenant and user model | 12 Aug 2026 08:00 UTC | 34.3 | pass | |
| R02 | P02 | Authentication and session | 12 Aug 2026 08:02 UTC | 71.6 | pass | |
| R02 | P03 | Projects CRUD with tenancy | 12 Aug 2026 08:05 UTC | 87.9 | pass | Reused the existing tenancy helper instead of writing a second one. No duplicate policy code in the diff. |
| R02 | P04 | Public REST API with keys | 12 Aug 2026 08:09 UTC | 58.6 | pass | |
| R02 | P05 | Outbound webhooks with signatures | 12 Aug 2026 08:12 UTC | 48.8 | pass | |
| R02 | P06 | Background jobs | 12 Aug 2026 08:15 UTC | 51.1 | pass | |
| R02 | P07 | Admin panel | 12 Aug 2026 08:17 UTC | 135.1 | pass | |
| R02 | P08 | Public marketing surface | 12 Aug 2026 08:22 UTC | 51.2 | pass | |
| R02 | P09 | Hardening pass | 12 Aug 2026 08:24 UTC | 59.2 | pass | |
| R03 | P01 | Tenant and user model | 13 Aug 2026 08:00 UTC | 46.7 | pass | |
| R03 | P02 | Authentication and session | 13 Aug 2026 08:02 UTC | 103.6 | pass | |
| R03 | P03 | Projects CRUD with tenancy | 13 Aug 2026 08:06 UTC | 112.8 | pass | Reused the existing tenancy helper instead of writing a second one. No duplicate policy code in the diff. |
| R03 | P04 | Public REST API with keys | 13 Aug 2026 08:10 UTC | 49.9 | pass | |
| R03 | P05 | Outbound webhooks with signatures | 13 Aug 2026 08:13 UTC | 44.3 | partial | Pagination off by one at the final page boundary. |
| R03 | P06 | Background jobs | 13 Aug 2026 08:15 UTC | 82.9 | partial | Delivered the main path, missed the boundary case named in the pass criteria. |
| R03 | P07 | Admin panel | 13 Aug 2026 08:19 UTC | 48.8 | pass | |
| R03 | P08 | Public marketing surface | 13 Aug 2026 08:22 UTC | 72.3 | pass | |
| R03 | P09 | Hardening pass | 13 Aug 2026 08:25 UTC | 84.1 | pass | |
| R04 | P01 | Tenant and user model | 14 Aug 2026 08:00 UTC | 36.1 | pass | |
| R04 | P02 | Authentication and session | 14 Aug 2026 08:02 UTC | 57.6 | pass | |
| R04 | P03 | Projects CRUD with tenancy | 14 Aug 2026 08:05 UTC | 51.0 | pass | Reused the existing tenancy helper instead of writing a second one. No duplicate policy code in the diff. |
| R04 | P04 | Public REST API with keys | 14 Aug 2026 08:08 UTC | 86.6 | pass | |
| R04 | P05 | Outbound webhooks with signatures | 14 Aug 2026 08:11 UTC | 67.1 | fail | Task abandoned by the agent with no artifact produced. |
| R04 | P06 | Background jobs | 14 Aug 2026 08:14 UTC | 84.5 | pass | |
| R04 | P07 | Admin panel | 14 Aug 2026 08:18 UTC | 157.4 | pass | |
| R04 | P08 | Public marketing surface | 14 Aug 2026 08:23 UTC | 45.8 | pass | |
| R04 | P09 | Hardening pass | 14 Aug 2026 08:25 UTC | 112.0 | pass | |
| R05 | P01 | Tenant and user model | 15 Aug 2026 08:00 UTC | 106.9 | pass | |
| R05 | P02 | Authentication and session | 15 Aug 2026 08:03 UTC | 68.4 | pass | |
| R05 | P03 | Projects CRUD with tenancy | 15 Aug 2026 08:06 UTC | 74.0 | pass | Reused the existing tenancy helper instead of writing a second one. No duplicate policy code in the diff. |
| R05 | P04 | Public REST API with keys | 15 Aug 2026 08:10 UTC | 80.6 | pass | |
| R05 | P05 | Outbound webhooks with signatures | 15 Aug 2026 08:13 UTC | 33.8 | pass | |
| R05 | P06 | Background jobs | 15 Aug 2026 08:16 UTC | 83.4 | pass | |
| R05 | P07 | Admin panel | 15 Aug 2026 08:19 UTC | 103.0 | pass | |
| R05 | P08 | Public marketing surface | 15 Aug 2026 08:23 UTC | 34.8 | pass | |
| R05 | P09 | Hardening pass | 15 Aug 2026 08:25 UTC | 49.3 | pass |
Pricing
From EUR 45 per seat per month. There is a trial but no free tier of any size.
- Entry price
- EUR 45.00
- Value subscore
- 70.0
- Index points per euro
- 1.69
Capabilities as measured
- stack
- Your repository, any framework
- deploy
- Not included
- database
- Whatever you already run
- auth
- It reuses what your repository already has
- background jobs
- Implemented in your stack
- webhooks
- Signed with a delivery log
- rest api
- Written to your existing conventions
- mcp server
- Yes
- export code
- The code was never anywhere else
- custom domain
- Your hosting decides
- ssr
- Your framework decides
Screenshot
Augment Code landing page, captured by the lab on 14 Aug 2026 at 1440 by 900. Stored locally, never hotlinked.

Augment Code, captured 14 Aug 2026.
Sources and fetch dates
Every claim on this page traces to one of these.
| Source | URL | Fetched |
|---|---|---|
| Augment Code pricing page | https://augmentcode.com/pricing | 14 Aug 2026 |
| Augment Code product site | https://augmentcode.com | 14 Aug 2026 |
| LLM Tier run harness output | https://www.llm-tier.com/api/runs.json | 14 Aug 2026 |
Rich results carry this composite as 3.8 on a 0 to 5 scale because that is the only scale the format accepts. The number on this page, 0 to 100, is the real one.
Augment Code head to head
Reader index
Voted by readers with an account, one score per person per axis. Published beside the lab index, never inside it.
Reader index
not rated yet
Lab index
75.92
2 readers have scored 100% of the index weight so far. A reader index is published at 3 voters and 50% coverage.
| Axis | Weight | Lab | Readers | Votes | Reader mean |
|---|---|---|---|---|---|
| Agent performance | 18% | 86.0 | 76.5 | 2 | |
| Reliability | 18% | 88.9 | 85.5 | 2 | |
| Scalability | 13% | 84.0 | 74.5 | 2 | |
| SEO and GEO | 12% | 58.0 | 53.0 | 2 | |
| API and MCP | 9% | 74.0 | 69.5 | 2 | |
| Integrations | 8% | 76.0 | 71.5 | 2 | |
| Design output | 7% | 62.0 | 62.0 | 1 | |
| Speed | 7% | 43.9 | 40.0 | 2 | |
| Value | 5% | 70.0 | 51.0 | 1 | |
| Code ownership | 3% | 97.0 | 93.5 | 2 |
The reader index is a weighted mean of reader submitted axis scores using the published index weights, renormalised over the axes readers have scored. It is never blended into the lab index. How this works.
Open rating mean
n/a
0 published open ratings, submitted without an account
Lab index
75.92
Measured, not voted
Gap to the measurement
n/a
Positive means open raters put it above the measurement
What agent performance looked like in practice
Indexes a whole repository before it acts, and on a large codebase that is worth the wait: it found the existing tenancy helper in prompt 3 and reused it rather than writing a second one, which no other agent did in every run. The price is the highest in the agent group and the value subscore reflects it. On a small project the advantage largely disappears.
Across 45 recorded executions this product met the published pass criterion cleanly 40 times, partially 3 times and failed 2 times. The rows above carry the reviewer note for every non clean outcome, which is the only way to tell a product that fails loudly from one that fails quietly.