Model comparison

Gemini 3.7 Flash vs Gemini 3.8 Flash

Compare published specifications, vendor API list prices and measured Borg performance. Both models are included in Borg.

Gemini 3.7 Flash

1,048,576 tokensContext window
2539 msMedian time to first token (gateway proxy)
72.8Output tokens per second (whole turn)
—Request success
$0.75 / $3.75Vendor API price in / out · per 1M

Gemini 3.8 Flash

1,048,576 tokensContext window
2510 msMedian time to first token (gateway proxy)
29.2Output tokens per second (whole turn)
—Request success
$0.75 / $3.75Vendor API price in / out · per 1M

Included in Borg

At a glance

SpecificationGemini 3.7 FlashGemini 3.8 Flash
ProviderGoogleGoogle
Release2026-08-13 Vendor source2026-09-02 Vendor source
Context1,048,576 tokens Vendor source1,048,576 tokens Vendor source
ModalitiesInput: text, image, video, audio, pdf; output: textInput: text, image, video, audio, pdf; output: text
Reasoning / thinking modesYes / Not publishedYes / Not published
Open weightsNoNo
Vendor API list price / 1M tokens$0.75 input / $3.75 output Introductory rates through December 31, 2026. From January 1, 2027: $1.50 input / $7.50 output / $0.15 cached input per 1M tokens.$0.75 input / $3.75 output Introductory rates through December 31, 2026. From January 1, 2027: $1.50 input / $7.50 output / $0.15 cached input per 1M tokens.
BorgIncluded in Borg subscriptionIncluded in Borg subscription

Measured on Borg

Metrics are not directly comparable to vendor benchmark claims. Models served different requests; this is observed gateway traffic, not a controlled head-to-head test.

Time to first token (gateway proxy)

Output tokens per second (whole turn)

MetricGemini 3.7 FlashGemini 3.8 Flash
Time to first token (gateway proxy) p502539 ms (214919 samples)2510 ms (1147 samples)
Tokens per second (end to end) p5072.8 output tokens per second (1810880 samples)29.2 output tokens per second (85551 samples)
Request success rateNot publishedNot published
Coding bench pass rateNot publishedNot published
Measurement window, samples and methodology

The fleet reference is the median of published model medians, not a request-weighted result. Prompt lengths, reasoning settings and traffic differ between models.

Gemini 3.7 Flash: Measured on Borg: SearchAtlas AI Gateway production request logs. 30-day window ending 2026-10-08; 2106593 requests. Minimum 100 samples per published request metric.

Gemini 3.8 Flash: Measured on Borg: SearchAtlas AI Gateway production request logs. 30-day window ending 2026-10-08; 92815 requests. Minimum 100 samples per published request metric.

Completion speed covers the whole turn including queueing and reasoning time; it is not a streaming tokens-per-second figure.

  • Time to first token (gateway proxy): time until the first streamed response event reaches the gateway; our closest available measure of time to first token
  • Tokens per second (end to end): tokens per second, end to end: provider-reported output tokens divided by the whole turn's elapsed time, including queueing and reasoning; not a streaming per-token rate

How to choose

Gemini 3.7 Flash is listed for video-informed agent workflows, whereas Gemini 3.8 Flash is listed for long-horizon coding agents. Choosing between Gemini 3.7 Flash and Gemini 3.8 Flash requires checking published specifications against observed Borg traffic for your workflow.

Key differences

SpecGemini 3.7 FlashGemini 3.8 Flash
Context window1,048,576 tokens Vendor source1,048,576 tokens Vendor source
Reasoning modesYes / Not publishedYes / Not published
Release date2026-08-13 Vendor source2026-09-02 Vendor source
API price input / 1M0.75 Introductory rates through December 31, 2026. From January 1, 2027: $1.50 input / $7.50 output / $0.15 cached input per 1M tokens.0.75 Introductory rates through December 31, 2026. From January 1, 2027: $1.50 input / $7.50 output / $0.15 cached input per 1M tokens.
API price output / 1M3.75 Introductory rates through December 31, 2026. From January 1, 2027: $1.50 input / $7.50 output / $0.15 cached input per 1M tokens.3.75 Introductory rates through December 31, 2026. From January 1, 2027: $1.50 input / $7.50 output / $0.15 cached input per 1M tokens.
Time to first token (gateway proxy)2539 ms (214919 samples)2510 ms (1147 samples) Lower median
Output tokens per second (whole turn)72.8 output tokens/s (whole turn) (1810880 samples) Higher measured rate29.2 output tokens/s (whole turn) (85551 samples)
Request successNot publishedNot published
Coding benchNot publishedNot published

FAQ

How do Gemini 3.7 Flash and Gemini 3.8 Flash compare for coding?

Gemini 3.7 Flash has a Borg coding benchmark of not published; Gemini 3.8 Flash has not published. The Gemini 3.7 Flash–Gemini 3.8 Flash coding comparison cannot establish an overall winner from this small test alone.

How quickly do Gemini 3.7 Flash and Gemini 3.8 Flash start responding on Borg?

Borg median first response for Gemini 3.7 Flash is 2,539 ms; for Gemini 3.8 Flash it is 2,510 ms. The Gemini 3.7 Flash–Gemini 3.8 Flash gateway medians are observations, not guaranteed latency for individual requests.

What are the API prices for Gemini 3.7 Flash and Gemini 3.8 Flash?

The listed API rate for Gemini 3.7 Flash is $0.75 input / $3.75 output per 1M tokens; for Gemini 3.8 Flash it is $0.75 input / $3.75 output per 1M tokens. Neither Gemini 3.7 Flash nor Gemini 3.8 Flash has its Borg subscription charge represented by those provider API rates. Gemini 3.7 Flash vendor source · Gemini 3.8 Flash vendor source

Explore both models

Gemini 3.7 Flash · Gemini 3.8 Flash · Borg pricing

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