SSyncDev

AI model comparison

Gemini Embedding 2 vs Gemini Flash Latest

Compare recorded price, context, output limits, speed, latency, capabilities, and input/output support. Every missing value stays visible, and unsourced benchmarks are excluded.

This Gemini Embedding 2 vs Gemini Flash Latest comparison is designed for teams choosing between two production model records, not for declaring a universal winner. Gemini Embedding 2 by Google currently records 8.2K context, 3.1K maximum output, $0.20 input per 1M tokens, $0.00 output per 1M tokens. Gemini Flash Latest by Google records 1.0M context, 65.5K maximum output, $1.50 input per 1M tokens, $9.00 output per 1M tokens. The tables below separate documented capabilities, commercial limits, directory measurements, and source-linked benchmark evidence so you can see where the data is complete and where independent testing is still required.

Side-by-sideSpecs and pricing, compared

Google

Gemini Embedding 2

Multimodal embedding model mapping text, images, video, audio, and PDFs into a unified embedding space

Context
8.2K
Max output
3.1K
Input / 1M
$0.20
Output / 1M
$0.00
Output speed
—

Accepts

  • Text input
  • Image input
  • Audio input
  • Video input
  • PDF input

Produces

  • Text output
Full model profileVendor docs ↗
VS

Google

Gemini Flash Latest

Google's fast, rolling-updated Gemini model with a 1M-token context window, reasoning, and tool calling at $1.50/$9.00 per million tokens.

Context
1.0M
Max output
65.5K
Input / 1M
$1.50
Output / 1M
$9.00
Output speed
—

Accepts

  • Text input
  • Image input
  • Video input
  • Audio input
  • PDF input

Produces

  • Text output
Full model profileVendor docs ↗

At a glance

Decision snapshot

This is a directional summary of the values recorded in this directory—not a universal quality verdict. Test the finalists on your own prompts before committing.

Where Gemini Embedding 2 leads in recorded data

  • Input price: $0.20
  • Output price: $0.00

Where Gemini Flash Latest leads in recorded data

  • Context capacity: 1.0M
  • Maximum output: 65.5K

Context capacity

Higher listed limit

Gemini Embedding 2:8.2K

Gemini Flash Latest:1.0M

Gemini Flash Latest

Maximum output

Higher listed limit

Gemini Embedding 2:3.1K

Gemini Flash Latest:65.5K

Gemini Flash Latest

Input price

Lower recorded price

Gemini Embedding 2:$0.20

Gemini Flash Latest:$1.50

Gemini Embedding 2

Output price

Lower recorded price

Gemini Embedding 2:$0.00

Gemini Flash Latest:$9.00

Gemini Embedding 2

Output speed

Higher recorded throughput

Gemini Embedding 2:—

Gemini Flash Latest:—

No complete comparison

Time to first token

Lower recorded latency

Gemini Embedding 2:—

Gemini Flash Latest:—

No complete comparison

Intelligence Index

Higher directory index

Gemini Embedding 2:—

Gemini Flash Latest:—

No complete comparison

Evidence

Verified shared benchmarks

A score appears only when both records include a verified source. It is not treated as a universal ranking.

These two models haven't been measured on the same benchmark yet, so there's nothing meaningful to chart. Comparing scores from different tests would tell you more about the tests than the models — the specs and pricing above are the better guide here.

Specifications

Pricing, limits and capabilities

SpecificationGemini Embedding 2Gemini Flash Latest
ProviderGoogleGoogle
Model familygeminigemini-flash
Accepted inputstext, image, audio, video, pdftext, image, video, audio, pdf
Produced outputstexttext
Context window8.2K1.0MRecorded lead
Max output3.1K65.5KRecorded lead
Intelligence Index——
Input price / 1M$0.20Recorded lead$1.50
Output price / 1M$0.00Recorded lead$9.00
Output speed——
Time to first token——
Reasoning modeNot documentedDocumented
Tool callingNot documentedDocumented
Image inputDocumentedDocumented
Audio inputDocumentedDocumented
Structured outputNot documentedDocumented
LicenseProprietaryProprietary
ReleasedApr 22, 2026May 19, 2026

Workload guidance

Which model should you choose?

Gemini Embedding 2 currently leads on lower recorded input price, lower recorded output price. Gemini Flash Latest currently leads on larger context, larger maximum output. Choose according to the constraints that matter to your workload, then run the same representative prompts against both models before making a production commitment. Neither the larger number nor the lower price is automatically the better choice: prompt quality, tool reliability, modality support, rate limits, data policy, and provider implementation can change the result. Use this page to build a shortlist, confirm current terms in the linked sources, and validate quality, latency, and cost with your own traffic.

Provenance

Sources and data limits

Prices and hosted performance can change. SyncDev records source references and clearly separates documented specifications from measured values; confirm commercial terms with the provider before deployment.

Questions people ask

It compares recorded context and output limits, token prices, output speed, time to first token, Intelligence Index, modality support, tool and structured-output capabilities, release information, and only source-linked benchmarks verified on both records. Missing information is labeled rather than inferred.

Compare a different pair

Choose any two approved model records and review them with the same evidence rules.

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