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Gemini 3.6 Flash (batch) vs Seed 1.6

Detailed technical comparison between Gemini 3.6 Flash (batch) (Google) and Seed 1.6 (ByteDance). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

โšก Executive Summary & Verdict

Comparison Snapshot

Gemini 3.6 Flash (batch): 0 WinsvsSeed 1.6: 6 Wins
Context Leader

Gemini 3.6 Flash (batch)

1,048,576 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Seed 1.6

$0.25 / MTok
Googleactive

Gemini 3.6 Flash (batch)

Gemini 3.6 Flash (batch) is an advanced artificial intelligence model engineered by Google. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Gemini 3.6 Flash (batch) represents a key architectural iteration in the Google model family. First released in 2026-07-21, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,048,576 tokens (approximately 1,398 words), Gemini 3.6 Flash (batch) processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Gemini 3.6 Flash (batch) Full Specs โ†’
ByteDanceactive

Seed 1.6

Seed 1.6 is an advanced artificial intelligence model engineered by ByteDance. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Seed 1.6 represents a key architectural iteration in the ByteDance model family. First released in 2025-12-23, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 262,144 tokens (approximately 350 words), Seed 1.6 processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Seed 1.6 Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationGemini 3.6 Flash (batch)Seed 1.6
ProviderGoogleByteDance
Context Window1,048,576 tokens๐Ÿ†262,144 tokens
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apimanaged api
Production StabilityBeta Access (est.)Stable GA (est.)
API AvailableYesYes
Released Date2026-07-212025-12-23

API Pricing Comparison

Input Price per Million Tokens

Gemini 3.6 Flash (batch)

$0.75

Seed 1.6

$0.25

Output Price per Million Tokens

Gemini 3.6 Flash (batch)

$3.75

Seed 1.6

$2.00

๐Ÿ’ก Cost Ratio: Seed 1.6 is 3.0x cheaper per input token than Gemini 3.6 Flash (batch).

Want to test both models live?

Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Standardized Scores (0โ€“100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
73.2%vs81.6%+8.4% Seed 1.6
Gemini 3.6 Flash (batch)
Seed 1.6 ๐Ÿ†
HumanEvalPython coding & logic synthesis
69.4%vs76.4%+7.0% Seed 1.6
Gemini 3.6 Flash (batch)
Seed 1.6 ๐Ÿ†
MATHComplex mathematical problem solving
42.6%vs53.6%+11.0% Seed 1.6
Gemini 3.6 Flash (batch)
Seed 1.6 ๐Ÿ†
GPQAGraduate-level expert reasoning
30.0%vs39.0%+9.0% Seed 1.6
Gemini 3.6 Flash (batch)
Seed 1.6 ๐Ÿ†
HellaSwagCommonsense reasoning and inference
77.2%vs81.2%+4.0% Seed 1.6
Gemini 3.6 Flash (batch)
Seed 1.6 ๐Ÿ†
MT-BenchMulti-turn conversation flow quality
8.0%vs8.4%+0.4% Seed 1.6
Gemini 3.6 Flash (batch)
Seed 1.6 ๐Ÿ†

Gemini 3.6 Flash (batch) Quirks & Gotchas

No developer gotchas reported.

Seed 1.6 Quirks & Gotchas

No developer gotchas reported.

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