The median wall clock time is 105.2 seconds per prompt, with a tenth percentile of 61.1 seconds and a ninetieth percentile of 186.8 seconds across 45 recorded executions.

How reliable is Mocha?

53.3% of recorded executions met the published pass criterion with no operator intervention. 12 were partial and 9 failed outright. Every one of those rows is published on this page.

Can I export the code from Mocha?

Partial. The code ownership subscore is 50.0 out of 100.

fullstack-builder / rank 39 of 41 / cycle 04

Mocha benchmark

Good at small internal tools and honest about it. Under this specification the multi tenant boundary leaked in 2 of 5 runs during the prompt 3 cross tenant read test, which is the single most serious defect we recorded in this cohort.

Last run: 14 Aug 2026 17:40 UTCNext scheduled run: 21 Aug 2026 09:00 UTCOfficial site Mocha reviews and ratings

Composite index

55.67

of 100 | ▲ 1 versus cycle 03

At a glance

Composite index

55.67

rank 39 of 41

Rank

#39

of 41 measured builders

Median speed

105.2 s

p10 61.1 s, p90 186.8 s

Reliability

53.3%

strict pass rate

SEO score

55.0

0 to 100, SEO and GEO axis

Three strongest axes

Value74.0
Design output72.0
Agent performance66.0

Three weakest axes

Speed29.8
API and MCP44.0
Code ownership50.0

Median per prompt

105.2 s

p10 61.1 s, p90 186.8 s

Strict pass rate

53.3%

24 pass, 12 partial, 9 fail

Executions recorded

5 runs of 9 prompts

Entry price

EUR 20.00

Cheapest plan that can finish the specification

Per axis subscores

Composite recomputed from these ten rows: 55.67. That is the arithmetic behind the index, and you can repeat it by hand.

Weight table

Per axis subscores against the roster median, and weighted contribution
Axis	Score	Median	Weight %	Contribution
Agent performance	66.0	75.0	18	11.88
Reliability	53.3	71.1	18	9.59
Scalability	55.0	70.0	13	7.15
SEO and GEO	55.0	58.0	12	6.60
API and MCP	44.0	62.0	9	3.96
Integrations	52.0	66.0	8	4.16
Design output	72.0	71.0	7	5.04
Speed	29.8	33.0	7	2.09
Value	74.0	76.0	5	3.70
Code ownership	50.0	90.0	3	1.50

Speed distribution

Every recorded prompt duration for Mocha, in seconds. The cyan tick on the whisker is the median.

min 29.0 smax 276.4 s

Spread against the cohort

p10 61.1 s / median 105.2 s / p90 186.8 s

Scale is shared with every product in the cohort, so the bars are directly comparable between pages. Ratio of p90 to median is 1.78x.

Outcome split

24 pass / 12 partial / 9 fail

SEO and GEO measurements

Taken from the public marketing page this product generated in prompt 8, fetched with JavaScript disabled.

SEO and GEO leaderboard

HTML bytes, no JS

6.0 KB

6,144 bytes of real text content with scripts blocked

LCP

3,040 ms

Throttled connection, cold cache

CLS

0.130

Cumulative layout shift on load

SEO and GEO subscore

55.0

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.

JSON

Raw per run measurements
Run	Prompt	Prompt target	Started	Duration (s)	Outcome	Note
R01	P01	Tenant and user model	11 Aug 2026 08:00 UTC	175.8	pass
R01	P02	Authentication and session	11 Aug 2026 08:04 UTC	87.6	fail	Deployed URL returned 500 on every request.
R01	P03	Projects CRUD with tenancy	11 Aug 2026 08:08 UTC	142.5	pass
R01	P04	Public REST API with keys	11 Aug 2026 08:12 UTC	136.6	pass
R01	P05	Outbound webhooks with signatures	11 Aug 2026 08:17 UTC	176.3	pass
R01	P06	Background jobs	11 Aug 2026 08:21 UTC	230.2	partial	Validation added on the write path only. Read path left unguarded.
R01	P07	Admin panel	11 Aug 2026 08:27 UTC	105.5	fail	Agent looped on the same edit for the full timeout window of 20 minutes.
R01	P08	Public marketing surface	11 Aug 2026 08:31 UTC	29.0	pass
R01	P09	Hardening pass	11 Aug 2026 08:34 UTC	99.9	pass
R02	P01	Tenant and user model	12 Aug 2026 08:00 UTC	71.6	partial	Validation added on the write path only. Read path left unguarded.
R02	P02	Authentication and session	12 Aug 2026 08:03 UTC	90.0	partial	Validation added on the write path only. Read path left unguarded.
R02	P03	Projects CRUD with tenancy	12 Aug 2026 08:06 UTC	138.2	fail	Cross tenant read: a member of organisation A retrieved a project belonging to organisation B through the list endpoint.
R02	P04	Public REST API with keys	12 Aug 2026 08:10 UTC	193.8	fail	Build did not start after deploy. Recorded as a fail with the log preserved.
R02	P05	Outbound webhooks with signatures	12 Aug 2026 08:16 UTC	61.0	pass
R02	P06	Background jobs	12 Aug 2026 08:19 UTC	128.2	pass
R02	P07	Admin panel	12 Aug 2026 08:23 UTC	103.2	partial	Pagination off by one at the final page boundary.
R02	P08	Public marketing surface	12 Aug 2026 08:27 UTC	76.9	pass
R02	P09	Hardening pass	12 Aug 2026 08:30 UTC	67.4	fail	Task abandoned by the agent with no artifact produced.
R03	P01	Tenant and user model	13 Aug 2026 08:00 UTC	41.6	pass
R03	P02	Authentication and session	13 Aug 2026 08:02 UTC	142.3	pass
R03	P03	Projects CRUD with tenancy	13 Aug 2026 08:07 UTC	86.8	fail	Task abandoned by the agent with no artifact produced.
R03	P04	Public REST API with keys	13 Aug 2026 08:10 UTC	115.1	fail	Build did not start after deploy. Recorded as a fail with the log preserved.
R03	P05	Outbound webhooks with signatures	13 Aug 2026 08:14 UTC	216.7	pass
R03	P06	Background jobs	13 Aug 2026 08:20 UTC	100.0	partial	Error envelope inconsistent between two of the endpoints.
R03	P07	Admin panel	13 Aug 2026 08:23 UTC	166.2	pass
R03	P08	Public marketing surface	13 Aug 2026 08:28 UTC	132.9	pass
R03	P09	Hardening pass	13 Aug 2026 08:32 UTC	86.0	partial	Validation added on the write path only. Read path left unguarded.
R04	P01	Tenant and user model	14 Aug 2026 08:00 UTC	103.2	pass
R04	P02	Authentication and session	14 Aug 2026 08:03 UTC	140.9	partial	Required one clarifying instruction before the criterion was met.
R04	P03	Projects CRUD with tenancy	14 Aug 2026 08:08 UTC	105.2	fail	Cross tenant read: a member of organisation A retrieved a project belonging to organisation B through the list endpoint.
R04	P04	Public REST API with keys	14 Aug 2026 08:11 UTC	61.3	pass
R04	P05	Outbound webhooks with signatures	14 Aug 2026 08:14 UTC	169.9	partial	Validation added on the write path only. Read path left unguarded.
R04	P06	Background jobs	14 Aug 2026 08:19 UTC	97.4	pass
R04	P07	Admin panel	14 Aug 2026 08:23 UTC	276.4	partial	Validation added on the write path only. Read path left unguarded.
R04	P08	Public marketing surface	14 Aug 2026 08:29 UTC	65.2	partial	Error envelope inconsistent between two of the endpoints.
R04	P09	Hardening pass	14 Aug 2026 08:32 UTC	91.7	pass
R05	P01	Tenant and user model	15 Aug 2026 08:00 UTC	58.0	pass
R05	P02	Authentication and session	15 Aug 2026 08:02 UTC	161.2	pass
R05	P03	Projects CRUD with tenancy	15 Aug 2026 08:07 UTC	160.9	pass
R05	P04	Public REST API with keys	15 Aug 2026 08:12 UTC	62.0	pass
R05	P05	Outbound webhooks with signatures	15 Aug 2026 08:15 UTC	145.6	partial	Pagination off by one at the final page boundary.
R05	P06	Background jobs	15 Aug 2026 08:19 UTC	248.3	fail	Task abandoned by the agent with no artifact produced.
R05	P07	Admin panel	15 Aug 2026 08:25 UTC	171.8	pass
R05	P08	Public marketing surface	15 Aug 2026 08:30 UTC	64.4	partial	Delivered the main path, missed the boundary case named in the pass criteria.
R05	P09	Hardening pass	15 Aug 2026 08:33 UTC	54.3	pass

Pricing

Free tier with a monthly allowance. Paid plans from EUR 20 per month.

Entry price: EUR 20.00
Value subscore: 74.0
Index points per euro: 2.78

Capabilities as measured

stack: React front end with a managed backend
deploy: Hosted deploy
database: Built in collections
auth: Built in
background jobs: Partial
webhooks: Outbound only
rest api: Generated, limited controls
mcp server: No
export code: Partial
custom domain: Yes on paid plans
ssr: Client rendered

Screenshot

Mocha landing page, captured by the lab on 14 Aug 2026 at 1440 by 900. Stored locally, never hotlinked.

Mocha landing page, captured by the lab at 1440 by 900

Mocha, captured 14 Aug 2026.

Sources and fetch dates

Every claim on this page traces to one of these.

Sources with fetch dates
Source	URL	Fetched
Mocha pricing page	https://getmocha.com/pricing	14 Aug 2026
Mocha product site	https://getmocha.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 2.8 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.

Mocha head to head

mocha vs trickle

Reader index

Voted by readers with an account, one score per person per axis. Published beside the lab index, never inside it.

Score it or read the notes

Reader index

not rated yet

Lab index

55.67

1 readers have scored 100% of the index weight so far. A reader index is published at 3 voters and 50% coverage.

Reader mean against the measured lab subscore for each axis
Axis	Weight	Lab	Readers	Votes
Agent performance	18%	66.0	60.0	1
Reliability	18%	53.3	35.0	1
Scalability	13%	55.0	42.0	1
SEO and GEO	12%	55.0	37.0	1
API and MCP	9%	44.0	33.0	1
Integrations	8%	52.0	38.0	1
Design output	7%	72.0	60.0	1
Speed	7%	29.8	12.0	1
Value	5%	74.0	67.0	1
Code ownership	3%	50.0	35.0	1

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

62.00

2 published open ratings, submitted without an account

Lab index

55.67

Measured, not voted

Gap to the measurement

6.33

Positive means open raters put it above the measurement

What agent performance looked like in practice

Across 45 recorded executions this product met the published pass criterion cleanly 24 times, partially 12 times and failed 9 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.