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Inkling vs MiMo-V2.6-Flash

MiMo-V2.6-Flash leads the LLM Stats Score 45.8 to 37.2. MiMo-V2.6-Flash is 9.9x cheaper per token.

Thinking Machines Lab · Xiaomi · Updated for 2026

Which is better?

MiMo-V2.6-Flash leads the overall LLM Stats Score 45.8 to 37.2, ranking #32 overall.

In the 1 individual benchmarks reported for both models, MiMo-V2.6-Flash wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, MiMo-V2.6-Flash is roughly 9.9x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

MiMo-V2.6-Flash also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Inkling

  • you want predictable pricing at $0.95/M input and $4.05/M output

Choose MiMo-V2.6-Flash

  • overall performance matters — it scores 45.8 and ranks #32 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • cost matters — it's about 9.9x cheaper per token
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Sep 2026

At a glance

The differences that matter most.

Core performance indexes
37.2
#75
45.8
#32
37.0
#78
43.3
#42
26.9
#69
35.9
#25
19.9
#69
33.1
#30
Cost, coverage & limits
Benchmark wins
0 of 1
1 of 1
Input price
$0.95 / M
$0.14 / M
Output price
$4.05 / M
$0.28 / M
Context window
524,288
1,048,576

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Inkling
MiMo-V2.6-Flash
16.4#84
25.6#28
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

16 reported for Inkling · 16 for MiMo-V2.6-Flash

1 shared

Inkling outperforms in 0 benchmarks, while MiMo-V2.6-Flash is better at 1 benchmark (Terminal-Bench 2.1).

MiMo-V2.6-Flash significantly outperforms across most benchmarks.

Fri Oct 02 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

MiMo-V2.6-Flash costs less

For input processing, Inkling ($0.95/1M tokens) is 6.8x more expensive than MiMo-V2.6-Flash ($0.14/1M tokens).

For output processing, Inkling ($4.05/1M tokens) is 14.5x more expensive than MiMo-V2.6-Flash ($0.28/1M tokens).

In conclusion, Inkling is more expensive than MiMo-V2.6-Flash.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Fri Oct 02 2026 • llm-stats.com
Thinking Machines Lab
Inkling
Input tokens$0.95
Output tokens$4.05
Best providerDeepinfra
Xiaomi
MiMo-V2.6-Flash
Input tokens$0.14
Output tokens$0.28
Best providerXiaomi
Notice missing or incorrect data?

Model Size

Parameter count comparison

666.0B diff

Inkling has 666.0B more parameters than MiMo-V2.6-Flash, making it 215.5% larger.

Thinking Machines Lab
Inkling
975.0Bparameters
Xiaomi
MiMo-V2.6-Flash
309.0Bparameters
975.0B
Inkling
309.0B
MiMo-V2.6-Flash

Context Window

Maximum input and output token capacity

MiMo-V2.6-Flash accepts 1,048,576 input tokens compared to Inkling's 524,288 tokens. Only Inkling specifies output context (524,288 tokens).

Thinking Machines Lab
Inkling
Input524,288 tokens
Output524,288 tokens
Xiaomi
MiMo-V2.6-Flash
Input1,048,576 tokens
Output- tokens
Fri Oct 02 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Inkling and MiMo-V2.6-Flash support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Inkling

Text
Images
Audio
Video

MiMo-V2.6-Flash

Text
Images
Audio
Video

License

Usage and distribution terms

Inkling is licensed under Apache 2.0, while MiMo-V2.6-Flash uses MIT.

License differences may affect how you can use these models in commercial or open-source projects.

Inkling

Apache 2.0

Open weights

MiMo-V2.6-Flash

MIT

Open weights

Release Timeline

When each model was launched

Inkling was released on 2026-07-21, while MiMo-V2.6-Flash was released on 2026-09-22.

MiMo-V2.6-Flash is 2 months newer than Inkling.

Inkling

Jul 21, 2026

2 months ago

MiMo-V2.6-Flash

Sep 22, 2026

1 weeks ago

2mo newer

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

Inkling is available from DeepInfra. MiMo-V2.6-Flash is available from Xiaomi.

Inkling

deepinfra logo
Deepinfra
Input Price:Input: $0.95/1MOutput Price:Output: $4.05/1M

MiMo-V2.6-Flash

xiaomi logo
Xiaomi
Input Price:Input: $0.14/1MOutput Price:Output: $0.28/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Inkling and MiMo-V2.6-Flash side-by-side, then vote on the output you prefer.

Inkling
✓ Preferred
MiMo-V2.6-Flash
Open in Playground

FAQ

Common questions about Inkling vs MiMo-V2.6-Flash.

Which is better, Inkling or MiMo-V2.6-Flash?

MiMo-V2.6-Flash leads the LLM Stats Score 45.8 to 37.2. Inkling is made by Thinking Machines Lab and MiMo-V2.6-Flash is made by Xiaomi. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Inkling compare to MiMo-V2.6-Flash in benchmarks?

Inkling scores AIME 2026: 97.1%, VoiceBench Avg: 91.4%, Global-MMLU-Lite: 88.7%, IFBench: 79.8%, CharXiv-R: 78.1%. MiMo-V2.6-Flash scores CyberGym: 95.1%, Terminal-Bench 2.1: 87.6%, OSWorld-Verified: 80.8%, MiMo Cyber Bench: 77.2%, Toolathlon-Verified: 73.6%.

Is Inkling cheaper than MiMo-V2.6-Flash?

MiMo-V2.6-Flash is 6.8x cheaper for input tokens. Inkling costs $0.95/M input and $4.05/M output via deepinfra. MiMo-V2.6-Flash costs $0.14/M input and $0.28/M output via xiaomi.

What are the context window sizes for Inkling and MiMo-V2.6-Flash?

Inkling supports 524K tokens and MiMo-V2.6-Flash supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Inkling and MiMo-V2.6-Flash?

Key differences include LLM Stats Score (37.2 vs 45.8), context window (524K vs 1.0M), input pricing ($0.95 vs $0.14/M), licensing (Apache 2.0 vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes Inkling and MiMo-V2.6-Flash?

Inkling is developed by Thinking Machines Lab and MiMo-V2.6-Flash is developed by Xiaomi.