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R1 vs Seed 1.6

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for R1 and Seed 1.6.

DeepSeek

R1

DeepSeek R1 is here: Performance on par with [OpenAI o1](/openai/o1), but open-sourced and with fully open reasoning tokens. It's 671B parameters in size, with 37B active in an inference pass....

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ByteDance

Seed 1.6

Seed 1.6 is a general-purpose model released by the ByteDance Seed team. It incorporates multimodal capabilities and adaptive deep thinking with a 256K context window.

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Technical Specifications

SpecificationR1Seed 1.6
ProviderDeepSeekByteDance
Context Window163,840 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-01-202025-12-23

API Pricing Comparison

Input Price per Million Tokens

R1

$0.70

Seed 1.6

$0.25

Output Price per Million Tokens

R1

$2.50

Seed 1.6

$2.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
9080.0%vsN/A
R1
Seed 1.6
HumanEvalPython coding & logic synthesis
9280.0%vsN/A
R1
Seed 1.6
MATHComplex mathematical problem solving
9310.0%vsN/A
R1
Seed 1.6
GPQAGraduate-level expert reasoning
6210.0%vsN/A
R1
Seed 1.6
HellaSwagCommonsense reasoning and inference
9050.0%vsN/A
R1
Seed 1.6
MT-BenchMulti-turn conversation flow quality
935.0%vsN/A
R1
Seed 1.6

R1 Quirks & Gotchas

No developer gotchas reported.

Seed 1.6 Quirks & Gotchas

No developer gotchas reported.