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A · closed · Gemini

Gemini 3.8 Flash

Google

B · closed · Gemini

Gemini 3 Flash

Google

10:0

overall capability wins (1 ties across 11 scored). Gemini 3.8 Flash leads overall.

  • Reasoning6:0
  • Coding1:0
  • Arena1:0
  • Tool use1:0
  • Pricing3:0
  • Specs1:0

Verdict

Gemini 3.8 Flash leads coding (widest gap: +129.1 on WebDev Elo); Gemini 3.8 Flash ranks higher on LMArena (+19 Elo); Gemini 3.8 Flash offers larger context (1.0M vs 1M).

  • Gemini 3.8 Flash leads coding (widest gap: +129.1 on WebDev Elo)
  • Gemini 3.8 Flash ranks higher on LMArena (+19 Elo)
  • Gemini 3.8 Flash offers larger context (1.0M vs 1M)
  • Gemini 3.8 Flash is ~2.3x cheaper on a blended token basis than Gemini 3 Flash

Cost for 1M in + 250K out

Illustrative chat workload at primary-provider list prices.

Gemini 3.8 Flash
$1.69
Gemini 3 Flash
$3.75

Gemini 3.8 Flash is about 2.2x cheaper on this workload.

Price per 1M tokens

Full comparison

Organization

Google

Google

Family

Gemini

Gemini

License

Proprietary

Proprietary

Open weights

No

No

Release

Sep 2, 2026

May 19, 2026

Knowledge cutoff

2026-03

-

API / provider

Google

Google

Modalities

text, image, audio, video → text

text, image, audio, video → text

Specs

Context window

1.0M

1M

A +49K

Max output

66K

66K

tie

Parameters

—

—

—

Pricing

Input $/1M

$0.75

$1.50

A +$0.75

Output $/1M

$3.75

$9

A +$5.25

Blended $/1M (3∶1)

$1.50

$3.38

A +$1.88

Speed

tok/s

-

200

—

TTFT (s)

-

0.2

—

Reasoning

MMLU-Pro

—

—

—

GPQA Diamond

95.3

89.8

A +5.5 pts

Humanity's Last Exam

47.8

36.6

A +11.2 pts

AIME 2025

—

—

—

MATH-500

—

—

—

Humanity's Last Exam (with tools)

—

—

—

AA-Omniscience Accuracy

54.6

53.4

A +1.2 pts

AA-LCR v1.1

81.3

78.0

A +3.3 pts

CritPt

18.3

8.6

A +9.7 pts

MMMU-Pro

85.6

79.9

A +5.7 pts

IFBench

—

78.0

—

Chartography

—

—

—

Chartography (With Tools)

—

—

—

Coding

SWE-bench Verified

—

—

—

SWE-bench Pro

—

34.6

—

SWE-bench Multilingual

—

72.7

—

LiveCodeBench

—

—

—

Terminal-Bench 2.1

87.6

—

—

Aider Polyglot

—

—

—

Terminal-Bench 3

—

—

—

BigCodeBench

—

—

—

SciCode

56.6

—

—

CursorBench

69.2

—

—

SWE-Rebench

—

—

—

NL2Repo-Bench

—

—

—

DeepSWE

73.7

—

—

WebDev Arena

1,567

1,438

A +129 Elo

Terminal-Bench 4.0

19.1

—

—

CursorBench 4.0

—

—

—

FrontierCode v1.1 (Main)

—

—

—

Arena

LMArena Elo

1,493

1,474

A +19 Elo

Gemini 3.8 Flash

Context
1.0M / 66K out
Parameters
—
Price
$0.75 / $3.75
Speed
—
Modalities
text, image, audio, video → text
License
Proprietary

Google's Sep 2, 2026 Flash update over 3.7 Flash - gains on long-horizon software engineering, agentic knowledge work, and computer use; introductory $0.75/$3.75 through Dec 31, 2026 (then $1.50/$7.50).

Gemini 3 Flash

Context
1M / 66K out
Parameters
—
Price
$1.50 / $9
Speed
200 tok/s · 0.2s TTFT
Modalities
text, image, audio, video → text
License
Proprietary

Google I/O 2026 Flash flagship — GA at $1.50/$9 with strong agentic price/performance.

Benchmark charts

Winner bars are emphasized. Per-benchmark deltas sit above each chart.

Reasoning & knowledge

GPQA: A +5.5HLE: A +11.2CritPt: A +9.7AA-LCR: A +3.3Omniscience Acc.: A +1.2MMMU-Pro: A +5.7

Coding

WebDev Elo: A +129

Tool use & function calling

τ³-Banking: A +24.1

Arena

Arena Elo: A +19

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