How fast is Firebase Studio?

The median wall clock time is 100.3 seconds per prompt, with a tenth percentile of 65.8 seconds and a ninetieth percentile of 161.3 seconds across 45 recorded executions.

How reliable is Firebase Studio?

86.7% of recorded executions met the published pass criterion with no operator intervention. 5 were partial and 1 failed outright. Every one of those rows is published on this page.

Can I export the code from Firebase Studio?

Full source, standard project layout. The code ownership subscore is 84.0 out of 100.

fullstack-builder / rank 4 of 41 / cycle 04

Firebase Studio benchmark

The widest integration surface of any builder we measured: auth, storage, scheduled functions and a managed datastore all attach without leaving the workspace. It pays for that in wall clock, since every prompt round trips through a provisioned cloud workspace rather than a local sandbox. Public pages came back client rendered unless server rendering was asked for by name, which is what holds the SEO subscore down.

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

Composite index

78.06

of 100 | ▼ 1 versus cycle 03

At a glance

Composite index

78.06

rank 4 of 41

Rank

of 41 measured builders

Median speed

100.3 s

p10 65.8 s, p90 161.3 s

Reliability

86.7%

strict pass rate

SEO score

73.0

0 to 100, SEO and GEO axis

Three strongest axes

Integrations90.0
Scalability87.0
Reliability86.7

Three weakest axes

Speed31.3
Design output72.0
SEO and GEO73.0

Median per prompt

100.3 s

p10 65.8 s, p90 161.3 s

Strict pass rate

86.7%

39 pass, 5 partial, 1 fail

Executions recorded

5 runs of 9 prompts

Entry price

EUR 0.00

Cheapest plan that can finish the specification

Per axis subscores

Composite recomputed from these ten rows: 78.06. 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	79.0	75.0	18	14.22
Reliability	86.7	71.1	18	15.61
Scalability	87.0	70.0	13	11.31
SEO and GEO	73.0	58.0	12	8.76
API and MCP	79.0	62.0	9	7.11
Integrations	90.0	66.0	8	7.20
Design output	72.0	71.0	7	5.04
Speed	31.3	33.0	7	2.19
Value	82.0	76.0	5	4.10
Code ownership	84.0	90.0	3	2.52

Speed distribution

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

min 31.0 smax 284.9 s

Spread against the cohort

p10 65.8 s / median 100.3 s / p90 161.3 s

Scale is shared with every product in the cohort, so the bars are directly comparable between pages. Ratio of p90 to median is 1.61x.

Outcome split

39 pass / 5 partial / 1 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

22.0 KB

22,528 bytes of real text content with scripts blocked

LCP

1,980 ms

Throttled connection, cold cache

CLS

0.050

Cumulative layout shift on load

SEO and GEO subscore

73.0

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	136.6	partial	Delivered the main path, missed the boundary case named in the pass criteria.
R01	P02	Authentication and session	11 Aug 2026 08:04 UTC	121.0	partial	Validation added on the write path only. Read path left unguarded.
R01	P03	Projects CRUD with tenancy	11 Aug 2026 08:08 UTC	123.1	pass
R01	P04	Public REST API with keys	11 Aug 2026 08:12 UTC	50.9	pass
R01	P05	Outbound webhooks with signatures	11 Aug 2026 08:15 UTC	125.4	pass
R01	P06	Background jobs	11 Aug 2026 08:19 UTC	73.2	partial	Validation added on the write path only. Read path left unguarded.
R01	P07	Admin panel	11 Aug 2026 08:22 UTC	87.4	pass
R01	P08	Public marketing surface	11 Aug 2026 08:25 UTC	59.6	pass
R01	P09	Hardening pass	11 Aug 2026 08:28 UTC	91.0	pass
R02	P01	Tenant and user model	12 Aug 2026 08:00 UTC	96.2	pass
R02	P02	Authentication and session	12 Aug 2026 08:03 UTC	130.7	pass
R02	P03	Projects CRUD with tenancy	12 Aug 2026 08:07 UTC	100.3	pass
R02	P04	Public REST API with keys	12 Aug 2026 08:11 UTC	119.5	pass
R02	P05	Outbound webhooks with signatures	12 Aug 2026 08:15 UTC	176.4	pass
R02	P06	Background jobs	12 Aug 2026 08:20 UTC	89.3	pass
R02	P07	Admin panel	12 Aug 2026 08:23 UTC	95.1	pass
R02	P08	Public marketing surface	12 Aug 2026 08:27 UTC	179.5	pass
R02	P09	Hardening pass	12 Aug 2026 08:32 UTC	109.7	pass
R03	P01	Tenant and user model	13 Aug 2026 08:00 UTC	70.0	pass
R03	P02	Authentication and session	13 Aug 2026 08:03 UTC	69.0	pass
R03	P03	Projects CRUD with tenancy	13 Aug 2026 08:06 UTC	73.9	pass
R03	P04	Public REST API with keys	13 Aug 2026 08:09 UTC	94.9	pass
R03	P05	Outbound webhooks with signatures	13 Aug 2026 08:13 UTC	103.4	pass
R03	P06	Background jobs	13 Aug 2026 08:16 UTC	284.9	pass
R03	P07	Admin panel	13 Aug 2026 08:23 UTC	117.4	pass
R03	P08	Public marketing surface	13 Aug 2026 08:27 UTC	87.6	pass
R03	P09	Hardening pass	13 Aug 2026 08:31 UTC	117.1	fail	Task abandoned by the agent with no artifact produced.
R04	P01	Tenant and user model	14 Aug 2026 08:00 UTC	31.0	pass
R04	P02	Authentication and session	14 Aug 2026 08:02 UTC	64.5	pass
R04	P03	Projects CRUD with tenancy	14 Aug 2026 08:05 UTC	164.3	pass
R04	P04	Public REST API with keys	14 Aug 2026 08:10 UTC	133.7	pass
R04	P05	Outbound webhooks with signatures	14 Aug 2026 08:14 UTC	119.5	pass
R04	P06	Background jobs	14 Aug 2026 08:18 UTC	114.6	pass
R04	P07	Admin panel	14 Aug 2026 08:22 UTC	77.2	pass
R04	P08	Public marketing surface	14 Aug 2026 08:25 UTC	67.8	pass
R04	P09	Hardening pass	14 Aug 2026 08:28 UTC	156.8	pass
R05	P01	Tenant and user model	15 Aug 2026 08:00 UTC	111.6	partial	Required one clarifying instruction before the criterion was met.
R05	P02	Authentication and session	15 Aug 2026 08:03 UTC	80.5	pass
R05	P03	Projects CRUD with tenancy	15 Aug 2026 08:07 UTC	100.4	pass
R05	P04	Public REST API with keys	15 Aug 2026 08:10 UTC	88.0	pass
R05	P05	Outbound webhooks with signatures	15 Aug 2026 08:14 UTC	96.8	pass
R05	P06	Background jobs	15 Aug 2026 08:17 UTC	120.7	pass
R05	P07	Admin panel	15 Aug 2026 08:21 UTC	71.6	pass
R05	P08	Public marketing surface	15 Aug 2026 08:25 UTC	63.6	partial	Error envelope inconsistent between two of the endpoints.
R05	P09	Hardening pass	15 Aug 2026 08:28 UTC	210.5	pass

Pricing

No seat price during preview. The generated project bills through the underlying cloud plan, so the running cost depends on usage rather than a licence.

Entry price: EUR 0.00
Value subscore: 82.0
Index points per euro: 78.06

Capabilities as measured

stack: Framework of your choice inside a cloud workspace
deploy: Managed hosting with preview channels
database: Managed document store, relational engine on request
auth: First party auth with provider plugins
background jobs: Yes, scheduled and event triggered functions
webhooks: Outbound supported, signing written by hand
rest api: Generated per function, no key manager by default
mcp server: Yes
export code: Full source, standard project layout
custom domain: Yes
ssr: Client rendered unless requested

Screenshot

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

Firebase Studio landing page, captured by the lab at 1440 by 900

Firebase Studio, 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
Firebase Studio pricing page	https://firebase.studio/pricing	14 Aug 2026
Firebase Studio product site	https://firebase.studio	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 3.9 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.

Firebase Studio head to head

firebase-studio vs lovable firebase-studio vs convex-chef

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

74.74

Lab index

78.06

5 readers, 42 axis scores, last change 15 Aug 2026. Readers rate Firebase Studio 3.3 points below the measurement.

Reader mean against the measured lab subscore for each axis
Axis	Weight	Lab	Readers	Votes
Agent performance	18%	79.0	75.4	5
Reliability	18%	86.7	85.8	5
Scalability	13%	87.0	80.6	5
SEO and GEO	12%	73.0	68.4	5
API and MCP	9%	79.0	74.3	4
Integrations	8%	90.0	86.4	5
Design output	7%	72.0	73.0	1
Speed	7%	31.3	28.8	5
Value	5%	82.0	78.3	3
Code ownership	3%	84.0	80.0	4

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

78.06

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

Across 45 recorded executions this product met the published pass criterion cleanly 39 times, partially 5 times and failed 1 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.