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Model infoModelsSnapshot: 15 Oct 2026

Google / Gemini

Gemini 3.5 Flash

Original multimodal reasoning release from May 2026. Its deprecated Gemini API name now routes to Gemini 3.6 Flash.

deprecatedClosed weightsText generationCodingDocument analysisReasoningAgents
Official documentation (opens in a new tab)Reviewed 14 Oct 2026
28 of 36 specification fields collected
Input token limit1.05M1,048,576 tokens
Maximum output65.5K65,536 tokens
Input billingNot collectedGoogle Gemini API (original release)
Output billingNot collectedNo inferred price

Specifications

Provider-documented facts. “Not collected” means we have not verified that field yet, not that the feature is unsupported.

Input token limit
Not collected

Not independently established for this original release. Successor facts are not copied.

Parameters
Not collected

Not independently established for this original release. Successor facts are not copied.

Architecture
Not collected

Not independently established for this original release. Successor facts are not copied.

Published training data
Not collected

Not independently established for this original release. Successor facts are not copied.

Languages
Not collected

Not independently established for this original release. Successor facts are not copied.

Knowledge cutoff
Not collected

Not independently established for this original release. Successor facts are not copied.

Streaming
Not collected

Not independently established for this original release. Successor facts are not copied.

Fine-tuning
Not collected

Not independently established for this original release. Successor facts are not copied.

Model card updated
May 2026Source for Model card updated (opens in a new tab)

Model-card update month, not a shutdown date.

Maximum input tokens
1,048,576 tokensSource for Maximum input tokens (opens in a new tab)

Published original input-token limit. Not modeled as a combined input-plus-output budget.

Input modalities
Text, Image, Video, Audio, PDFSource for Input modalities (opens in a new tab)
Supported reasoning efforts
minimal, low, medium, highSource for Supported reasoning efforts (opens in a new tab)
Release identity
gemini-3.5-flashSource for Release identity (opens in a new tab)
Deployment options
Gemini App, Gemini Enterprise App, Gemini Enterprise Agent Platform, Google AI Studio, Gemini API, Google Search AI Mode, Google AntigravitySource for Deployment options (opens in a new tab)

Distribution channels described by the original model card; current access must be checked per channel.

Reasoning
SupportedSource for Reasoning (opens in a new tab)

Original release capability from the preserved API card; not a promise about every host or successor.

Tool calling
SupportedSource for Tool calling (opens in a new tab)

Original release capability from the preserved API card; not a promise about every host or successor.

Structured output
SupportedSource for Structured output (opens in a new tab)

Original release capability from the preserved API card; not a promise about every host or successor.

Batch processing
SupportedSource for Batch processing (opens in a new tab)

Original release capability from the preserved API card; not a promise about every host or successor.

Context caching
SupportedSource for Context caching (opens in a new tab)

Original release capability from the preserved API card; not a promise about every host or successor.

Code execution
SupportedSource for Code execution (opens in a new tab)

Original release capability from the preserved API card; not a promise about every host or successor.

File search
SupportedSource for File search (opens in a new tab)

Original release capability from the preserved API card; not a promise about every host or successor.

Google Maps grounding
SupportedSource for Google Maps grounding (opens in a new tab)

Original release capability from the preserved API card; not a promise about every host or successor.

Search grounding
SupportedSource for Search grounding (opens in a new tab)

Original release capability from the preserved API card; not a promise about every host or successor.

URL context
SupportedSource for URL context (opens in a new tab)

Original release capability from the preserved API card; not a promise about every host or successor.

Flex inference
SupportedSource for Flex inference (opens in a new tab)

Original release capability from the preserved API card; not a promise about every host or successor.

Priority inference
SupportedSource for Priority inference (opens in a new tab)

Original release capability from the preserved API card; not a promise about every host or successor.

Computer use
SupportedSource for Computer use (opens in a new tab)

Preview capability on the original release.

Audio generation
Not supportedSource for Audio generation (opens in a new tab)

Explicitly unsupported on this original model; multimodal inputs do not imply media outputs.

Image generation
Not supportedSource for Image generation (opens in a new tab)

Explicitly unsupported on this original model; multimodal inputs do not imply media outputs.

Live API
Not supportedSource for Live API (opens in a new tab)

Explicitly unsupported on this original model; multimodal inputs do not imply media outputs.

Reasoning controls
Use thinking_level; combining it with thinking_budget returns an error. Interactions preserves reasoning history automatically; GenerateContent requires complete history with intact thought signatures.Source for Reasoning controls (opens in a new tab)

These are original documented behaviors. They do not establish API prompt-cache settings.

Access & pricing

Prices belong to an endpoint and billing tier. A provider listing does not guarantee access for every account or region.

Google Gemini API (original release)

Provider source (opens in a new tab)
API model ID
gemini-3.5-flash

Historical identifier; current API calls automatically route to gemini-3.6-flash.

Access
Original release is deprecated and is no longer selectable in Google AI Studio. The identifier remains accepted, but routes to gemini-3.6-flash. Original-checkpoint access through other channels is not established.
Regions
Not collected for the original release

Endpoint pricing has not been collected. Check the provider for applicable rates.

Data & enterprise terms

Retention, training use, regional processing and enterprise terms have not been summarized for this endpoint.

Perplexity Agent API (legacy model selector) · default

Provider source (opens in a new tab)
API model ID
google/gemini-3.5-flash

Current host-listed selector. Underlying served checkpoint after Google migration is not verified.

Access
Perplexity API key; POST /v1/agent, default service tier. The current host catalog retains this selector and price; original-checkpoint availability is not established.
Regions
Not collected
INPUT / 1M TOKENS$1.50
OUTPUT / 1M TOKENS$9.00

Current Perplexity host-listed default-tier rates for this legacy selector. Original weights and host-specific token limits after migration are not verified. Tool invocations may add charges. Not Google direct prices. Cached input price: $0.15 / 1M tokens (base tier).

USD · observed 14 Oct 2026 · Pricing evidence (opens in a new tab)

Data & enterprise terms

Retention, training use, regional processing and enterprise terms have not been summarized for this endpoint.

Caching

Caching can reuse earlier input processing. Availability, lifetime and billing depend on the endpoint. A cache hit still generates a new response.

01 / INITIAL INPUTProcess & retain

The system processes eligible input and retains reusable state.

02 / LATER REQUESTCheck available state

Reuse depends on matching input, session state and the cache policy.

03 / CACHE HITReuse & generate

Reusing state can reduce repeated work. Any charges follow the billing rules below.

Google Gemini API (original release)

gemini-3.5-flash
Documented

Original card documents caching; exact original controls, TTL and prices are not recovered.

Support evidence (opens in a new tab)
How it works
Not collected

Original-release cache contract not recovered. Current successor and third-party host settings are not inherited.

Minimum reusable input
Not collected

Original-release cache contract not recovered. Current successor and third-party host settings are not inherited.

Lifetime & refresh
Not collected

Original-release cache contract not recovered. Current successor and third-party host settings are not inherited.

How to enable it
Not collected

Original-release cache contract not recovered. Current successor and third-party host settings are not inherited.

Usage fields
Not collected

Original-release cache contract not recovered. Current successor and third-party host settings are not inherited.

Billing rules
Not collected

Original-release cache contract not recovered. Current successor and third-party host settings are not inherited.

Limits & data boundaries
Not collected

Original-release cache contract not recovered. Current successor and third-party host settings are not inherited.

No verified cache rate for this endpoint. An empty rate is not a zero charge.

Caching reviewed 14 Oct 2026

Perplexity Agent API (legacy model selector) · default

google/gemini-3.5-flash
Documented

Discounted cache-read rate is explicitly listed for this host selector.

Support evidence (opens in a new tab)
How it works
Not collected

Original-release cache contract not recovered. Current successor and third-party host settings are not inherited.

Minimum reusable input
Not collected

Original-release cache contract not recovered. Current successor and third-party host settings are not inherited.

Lifetime & refresh
Not collected

Original-release cache contract not recovered. Current successor and third-party host settings are not inherited.

How to enable it
Not collected

Original-release cache contract not recovered. Current successor and third-party host settings are not inherited.

Usage fields
Agent API usage reports input, output and cache-read tokens.Source for Usage fields (opens in a new tab)
Billing rules
Host-listed cache-read rate; cache writes, storage, minimum prefix and lifetime remain unverified.Source for Billing rules (opens in a new tab)
Limits & data boundaries
Not collected

Original-release cache contract not recovered. Current successor and third-party host settings are not inherited.

Cache reads, writes & storage
ChargeApplies toRate / unit
Cache read1Text tokens · Base tier$0.15 / 1M tokensPricing evidence (opens in a new tab)

Rate conditions

  1. Current Perplexity host-listed default-tier rates for this legacy selector. Original weights and host-specific token limits after migration are not verified. Tool invocations may add charges. Not Google direct prices.

Observed 14 Oct 2026. Write rates and storage fees are different charges; use the billing rules above.

Caching reviewed 14 Oct 2026

What the measurements say

Terminal-Bench 2.1

Google DeepMind · provider-reported
76.2percent

Original May 2026 evaluation, as reported by Google; not independently reproduced here. Terminus-2 default harness; self-computed. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

SWE-Bench Pro (HTML card)

Google DeepMind · provider-reported
55.1percent

Original May 2026 evaluation, as reported by Google; not independently reproduced here. HTML card value conflicts with methodology PDF (53.9). Single attempt; methodology describes five runs using an internal Antigravity harness. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

SWE-Bench Pro (methodology PDF)

Google DeepMind · provider-reported
53.9percent

Original May 2026 evaluation, as reported by Google; not independently reproduced here. PDF page 3 conflicts with HTML card (55.1). Five runs, internal Antigravity harness; do not merge the two reports. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

MCP Atlas

Google DeepMind · provider-reported
83.6percent

Original May 2026 evaluation, as reported by Google; not independently reproduced here. Reported by Google from the ScaleAI leaderboard. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

Toolathlon

Google DeepMind · provider-reported
56.5percent

Original May 2026 evaluation, as reported by Google; not independently reproduced here. Google attributes results to the benchmark authors at HKUST. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

OSWorld-Verified

Google DeepMind · provider-reported
78.4percent

Original May 2026 evaluation, as reported by Google; not independently reproduced here. Self-computed; five-run average, single attempt/run, 1080p, at most 100 steps, pyautogui and UI-specific functions. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

Finance Agent v2

Google DeepMind · provider-reported
57.9percent

Original May 2026 evaluation, as reported by Google; not independently reproduced here. Google cites the vals.ai public leaderboard. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

GDPval-AA

Google DeepMind · provider-reported
1656Elo

Original May 2026 evaluation, as reported by Google; not independently reproduced here. Google cites Artificial Analysis. Elo is not a percent. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

CharXiv Reasoning

Google DeepMind · provider-reported
84.2percent

Original May 2026 evaluation, as reported by Google; not independently reproduced here. No tools; self-computed. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

MMMU-Pro

Google DeepMind · provider-reported
83.6percent

Original May 2026 evaluation, as reported by Google; not independently reproduced here. No tools; mean of Standard (10 options) and Vision settings. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

Blueprint-Bench 2

Google DeepMind · provider-reported
33.6normalized score / 100

Original May 2026 evaluation, as reported by Google; not independently reproduced here. Andon Labs leaderboard score normalized to a 0–100 scale; not unqualified task accuracy. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

MRCR v2, 8-needle (128K)

Google DeepMind · provider-reported
77.3percent

Original May 2026 evaluation, as reported by Google; not independently reproduced here. Cumulative/average 128K result; self-computed. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

MRCR v2, 8-needle (1M)

Google DeepMind · provider-reported
26.6percent

Original May 2026 evaluation, as reported by Google; not independently reproduced here. Pointwise full-context result; not the same aggregation as the 128K score. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

Humanity’s Last Exam

Google DeepMind · provider-reported
40.2percent

Original May 2026 evaluation, as reported by Google; not independently reproduced here. Full text and multimodal set; self-computed. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

ARC-AGI-2

Google DeepMind · provider-reported
72.1percent

Original May 2026 evaluation, as reported by Google; not independently reproduced here. ARC Prize verified, semi-private set; Google cites ARC Prize leaderboard. Methodology: https://deepmind.google/models/evals-methodology/gemini-3-5-flash . Default API sampling and pass@1 unless the specific methodology says otherwise.

Evaluation source (opens in a new tab)

Latency and throughput depend on the host, request size, reasoning settings and load. There is no measured speed or global usage figure in this record.

The record behind the model

Why it is included

Google documents a distinct original Gemini release with an identified base, launch history, model card and dated evaluations. Distribution is through managed products and APIs; no public weights are offered in these reviewed cards. This is a distribution inference, not an explicit weight license.

Classification evidence (opens in a new tab)

Lifecycle dates

Gemini API original release19 May 2026Source (opens in a new tab)

Sources reviewed