google / Chat

Gemini 3.8 Flash

google/gemini-3.8-flash

Latest-generation Gemini Flash model for fast coding, reasoning, and agentic workflows.

Catalog status

Enabled

Research checked

2026-10-07

Price / performance

What it costs to get this result

Benchmark

FrontierCode v1.1 (Extended) · Source-reported results, not a composite ranking. Prices use the average of TokenBazaar input and output rates per million tokens; actual spend depends on usage. Test configurations differ.

Gemini 3.8 Flash53.45% · 43 sourced models

Blended price / 1M tokens · log scale

● Current model● Other modelsDashed line: price/score frontier among plotted models

Compare sourced models on this benchmark

Benchmark results

6 reported results

Results are source-attributed, not TokenBazaar measurements. Different tests and thinking variants are not interchangeable.

6 of 6 results

GPQA Diamond

Reasoning · Third-party report

Test conditions and source

Vals AI independent evaluation, default model configuration, dated post-Sept 2, 2026 GA launch. Published source text: GPQA Diamond Vals AI | 94.44% | 4 of 23 | 4 of 138 | Leader Gemini 3.1 Pro | 1.01 pts behind

Tested model: google/gemini-3.8-flash

AIEvals – Gemini 3.8 Flash benchmark results (Vals AI methodology) · Checked 2026-10-06

94.44%

SWE-bench Verified

Coding · Third-party report

Test conditions and source

Vals AI independent evaluation, default configuration. Published source text: SWE-bench (Verified) Vals AI | 80.00% | 18 of 23 | 24 of 88

Tested model: google/gemini-3.8-flash

AIEvals – Gemini 3.8 Flash benchmark results (Vals AI methodology) · Checked 2026-10-06

80%

Terminal-Bench 2.1

Agentic · Third-party report

Test conditions and source

Terminus 2 default agent harness, high effort, Sept 2026 GA launch per Google model card / Google evals-methodology page. Published source text: Terminal-Bench 2.1 89.4% (Terminus 2 harness)

Tested model: google/gemini-3.8-flash

Wait Which Model – Gemini 3.8 Flash · Checked 2026-10-06

89.4%

Humanity's Last Exam

Reasoning · Third-party report

Test conditions and source

High effort/thinking setting, Sept 2026 GA launch. Published source text: Humanity's Last Exam 54.9%

Tested model: google/gemini-3.8-flash

Wait Which Model – Gemini 3.8 Flash · Checked 2026-10-06

54.9%

FrontierCode v1.1 (Extended)

Coding · Third-party report

Test conditions and source

Cognition FrontierCode 1.1; Gemini 3.8 Flash; medium effort; chisel harness; Extended subset (150 tasks). Published weighted rubric score (new_score × 100), not the all-or-nothing pass rate; solution-source violations score zero. Source field new_score=0.5345. Publisher evaluation, not a TokenBazaar measurement; provider effort configuration is not a guarantee of the API's fixed thinking budget.

Tested model: google/gemini-3.8-flash

Cognition · FrontierCode 1.1 original leaderboard · Checked 2026-10-07

53.45%

FrontierCode v1.1 (Main)

Coding · Third-party report

Test conditions and source

Cognition FrontierCode 1.1; Gemini 3.8 Flash; medium effort; chisel harness; Main subset (100 tasks). Published weighted rubric score (new_score × 100), not the all-or-nothing pass rate; solution-source violations score zero. Source field new_score=0.4119. Publisher evaluation, not a TokenBazaar measurement; provider effort configuration is not a guarantee of the API's fixed thinking budget.

Tested model: google/gemini-3.8-flash

Cognition · FrontierCode 1.1 original leaderboard · Checked 2026-10-07

41.19%

Model specifications

Input token limit

1.05M

Published provider limit

Maximum output

65.54K

Published provider limit

Input and output modalities

Provider-reported formats; API compatibility is detailed below.

Input

Not verified

Output

Not verified

Exact model ID: google/gemini-3.8-flash
Model type: Chat
Input token limit: 1,048,576 tokens
Maximum output: 65,536 tokens

Input token limits describe provider input capacity. Published provider limits are not independently tested TokenBazaar request limits.

Versions and thinking levels

One enabled version is currently listed for this model.

Gemini 3.8 FlashSelected₹36.00 in / ₹180.00 out per 1M tokens

Features and tool support

TokenBazaar’s exposed interface, not every feature advertised by the provider. “Available” describes the implemented interface, not a successful test of every input or tool.

Reasoning configuration

No independent reasoning-mode guarantee is recorded for this exact model.

See enabled versions and provider sources for supported controls.

Coding and agent workflows

Text/code generation and customer-managed tool loops.

Coding benchmark results do not establish a hosted terminal, sandbox, autonomous browser or guaranteed task success.

Streaming answers

Available

Incremental text through TokenBazaar’s chat endpoint; Claude also has native Messages access.

Customer-defined function tools

Limited

Only customer-defined function tools are forwarded. Model/protocol compatibility applies; your application authorizes and executes every tool.

Forced or named tool selection

Limited

The chat route accepts auto, none and required. A named-tool choice is not forwarded; exact model compatibility is not independently tested.

Images and PDFs

Not verified

The chat bridge accepts image/PDF content. Provider input modalities are listed separately; file size, content and model limits still apply.

Hosted web search / browsing

Not exposed

No provider-hosted web search or web-fetch tool is exposed. Customer-owned search can be implemented as an authorized function tool.

Hosted code execution / computer use

Not exposed

No built-in execution environment or computer-control tool is provided. Code generation is not code execution.

Hosted file search / persistent assistants

Not exposed

No hosted file-search index, Assistants endpoint or persistent provider agent is exposed.

Batch / fine-tuning / cached-price discounts

Not exposed

No public batch or fine-tuning endpoint, or separate cached-token discount, is offered here.

TokenBazaar pricing

50% OFF

Market price

₹72.00 in / ₹360.00 out per 1M tokens

Input / 1M tokens

₹36.00

Output / 1M tokens

₹180.00

Test in Playground Get API key

Usage-based billing. Caching, batch discounts and provider subscription-tier limits are not included.

API access

https://tokenbazaar.in/api/public

POST /v1/chat/completions

Requests require a TokenBazaar API key and sufficient wallet balance.

Integration documentation

Streaming and customer-defined function tools are routed through the chat API; compatibility varies by model. Image/PDF input is accepted by the bridge, but model vision support needs provider confirmation. Hosted search and computer-use tools are not enabled; public Responses, Assistants, Batch and fine-tuning endpoints are not exposed.

Explore similar models

Gemini 3.5 Flash Gemini 3.6 Flash Gemini 3.7 Flash

Sources and verification

Provider specifications describe the upstream model, not a guarantee of every feature through TokenBazaar. Prices come from the enabled catalog; benchmark results belong to the exact tested model.

Provider model specifications
Vendor-reported
Last checked 2026-10-06
AIEvals – Gemini 3.8 Flash benchmark results (Vals AI methodology)
Third-party report
Last checked 2026-10-06
Wait Which Model – Gemini 3.8 Flash
Third-party report
Last checked 2026-10-06
Cognition · FrontierCode 1.1 original leaderboard
Third-party report
Last checked 2026-10-07

Research notes (1)

Published provider limits; maximum-capacity requests have not been independently exercised through TokenBaazar. Thinking-level variants use the same provider model; reasoning and answer tokens share the output budget.