MAI-Code-1.1-Flash vs Seed 1.8
MAI-Code-1.1-Flash and Seed 1.8 are closely matched at 27.8 and 34.1 on the LLM Stats Score. MAI-Code-1.1-Flash is 1.5x cheaper per token.
Microsoft · ByteDance · Updated for 2026
Which is better?
MAI-Code-1.1-Flash and Seed 1.8 are closely matched on the overall LLM Stats Score at 27.8 and 34.1.
In the 1 individual benchmarks reported for both models, Seed 1.8 wins 1; this is a narrower head-to-head signal than the composite indexes.
On price, MAI-Code-1.1-Flash is roughly 1.5x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.
Choose MAI-Code-1.1-Flash
- cost matters — it's about 1.5x cheaper per token
- you want the most recent training data — it shipped Aug 2026
Choose Seed 1.8
- you value its reported benchmark strengths — it wins 1 of 1 exact shared results
At a glance
The differences that matter most.
Individual benchmarks
2 reported for MAI-Code-1.1-Flash · 57 for Seed 1.8
MAI-Code-1.1-Flash outperforms in 0 benchmarks, while Seed 1.8 is better at 1 benchmark (SWE-Bench Verified).
Seed 1.8 significantly outperforms across most benchmarks.
Human preference
Blind head-to-head votes and playground preference scores
Pricing Analysis
Price comparison per million tokens
For input processing, MAI-Code-1.1-Flash ($0.20/1M tokens) is 1.3x cheaper than Seed 1.8 ($0.25/1M tokens).
For output processing, MAI-Code-1.1-Flash ($1.20/1M tokens) is 1.7x cheaper than Seed 1.8 ($2.00/1M tokens).
In conclusion, Seed 1.8 is more expensive than MAI-Code-1.1-Flash.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Both models have the same input context window of 256,000 tokens. Only Seed 1.8 specifies output context (256,000 tokens).
Input capabilities
Documented input modalities across available providers
Both MAI-Code-1.1-Flash and Seed 1.8 support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
MAI-Code-1.1-Flash
Seed 1.8
License
Usage and distribution terms
Both models are licensed under proprietary licenses.
Both models have usage restrictions defined by their respective organizations.
Proprietary
Closed source
Proprietary
Closed source
Release Timeline
When each model was launched
MAI-Code-1.1-Flash was released on 2026-08-11, while Seed 1.8 was released on 2026-02-17.
MAI-Code-1.1-Flash is 6 months newer than Seed 1.8.
Aug 11, 2026
1 months ago
5mo newerFeb 17, 2026
7 months ago
Knowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Provider Availability
MAI-Code-1.1-Flash is available from GitHub Copilot. Seed 1.8 is available from DeepInfra.
MAI-Code-1.1-Flash
Seed 1.8
Outputs Comparison
Judge for yourself.
Run your own prompts against MAI-Code-1.1-Flash and Seed 1.8 side-by-side, then vote on the output you prefer.
FAQ
Common questions about MAI-Code-1.1-Flash vs Seed 1.8.