ByteDance Seed
·Released on Feb 26, 2026

Seed 2.0 Mini API Benchmarks, Pricing & Provider Data

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LLM

Seed 2.0 Mini benchmark, API pricing, and provider data cover 1 API provider, with prices starting at $0.096/M.

Seed-2.0-mini targets latency-sensitive, high-concurrency, and cost-sensitive scenarios, emphasizing fast response and flexible inference deployment. It delivers performance comparable to ByteDance-Se...

Quality
0.0
LMSpeed score
Cost
$0.096/ 1M · 8:1 in:out
$0.015 in · $0.081 out

Category Performance

Observed-capability estimates with uncertainty reported separately from independent benchmark families.

Coverage
0 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents-Coding-Reasoning-Knowledge-Math-Multilingual-Multimodal-Instruction following-

No benchmark category data yet.

No data:AgentsCodingReasoningKnowledgeMathMultilingualMultimodalInstruction following

Specifications

Input and output token limits for this model, plus how it ranks on long-context understanding.

INPUT
262.1Ktokens
314.6 pages of text
OUTPUT
131.1Ktokens
8K128K1M4M
262.1K

Features

Technical Details

Input
Output
Released
Feb 2026
Documentation
Tokenizer
Other
Architecture
text+image+video->text
Moderated
No
Supported parameters
frequency_penaltyinclude_reasoningmax_tokensreasoningreasoning_effortresponse_formatstopstructured_outputstemperaturetool_choicetoolstop_p

Detailed scores

Updated: Aug 14, 2026

Agents

V3.0

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No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Planning & decompositionPrior only
Tool usePrior only
Environment & long-horizon executionPrior only
Recovery & completion reliabilityPrior only

Coding

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Code generationPrior only
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only

Reasoning

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoningPrior only
Multi-step constraintsPrior only
Evidence integration & verificationPrior only

Knowledge

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Broad knowledgePrior only
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only

Math

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Foundational mathPrior only
Competition mathPrior only
Advanced proofsPrior only
Applied & tool-assisted mathPrior only

Multilingual

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Cross-language understandingPrior only
Multilingual generationPrior only
Reasoning transferPrior only
Low-resource robustnessPrior only

Multimodal

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only

Instruction following

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalizationPrior only
Multi-turn & long instructionsPrior only

OpenRouter endpoints

1 endpoints

Third-party OpenRouter endpoint data, shown separately from LMSpeed measurements. Some 30-minute live performance fields only appear after syncing with an OpenRouter API key.

Provider endpointInputOutput1d uptime30m latency30m throughputContext / output
Seed
seed/fp8
$0.100/M$0.400/M100%undefined tokens / undefined tokens

Pricing Comparison

Seed 2.0 Mini API pricing starts at $0.096/M from 老张API.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
92%
seed-2-0-mini-260428
default
$0.096/M
$0.384/M

Alternatives & Similar Models

Frequently Asked Questions

What benchmark data does Seed 2.0 Mini include?
LMSpeed shows Seed 2.0 Mini benchmark context, API price, output speed, first-token latency, and provider data across 1 providers when those signals are available.
What is the Seed 2.0 Mini API price?
Seed 2.0 Mini has pricing from 1 providers, ranging from $0.096/M to $0.096/M. 老张API has the lowest listed price.
What does the Seed 2.0 Mini API pricing table include?
The Seed 2.0 Mini API pricing table compares 1 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
Which provider has the cheapest Seed 2.0 Mini API pricing?
老张API currently has the lowest listed Seed 2.0 Mini price at $0.096/M across 1 providers.
Is Seed 2.0 Mini API free?
Seed 2.0 Mini does not currently have a free API tier on LMSpeed. All 1 providers charge per token.

Also known as

bytedance-seed/seed-2.0-miniseed-2-0-miniseed-2-0-mini-260215seed-2-0-mini-260428seed-2.0-mini

Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.Standard benchmark data may include BenchLM and other public sources.

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