vs
5:5
overall capability wins (0 ties across 10 scored). K2 Horizon 375B A23B leads overall.
- Reasoning3:2
- Coding1:1
- Tool use1:0
- Composite indices2:0
- Specs0:2
Verdict
K2 Horizon 375B A23B edges reasoning & knowledge; MiMo-V2.5-Pro offers ~1.9x larger context (1M vs 524K).
- K2 Horizon 375B A23B edges reasoning & knowledge
- MiMo-V2.5-Pro offers ~1.9x larger context (1M vs 524K)
Cost for 1M in + 250K out
Illustrative chat workload at primary-provider list prices.
- K2 Horizon 375B A23B
- -
- MiMo-V2.5-Pro
- -
Price per 1M tokens
Full comparison
Organization
MBZUAI Institute of Foundation Models
Xiaomi
Family
Other
Other
License
Apache 2.0
MIT
Open weights
Yes
Yes
Release
Sep 3, 2026
Apr 27, 2026
Knowledge cutoff
-
-
API / provider
No primary API price listed
No primary API price listed
Modalities
text → text
text → text
Specs
Context window
524K
1M
Max output
-
-
Parameters
375B (23B act.)
1.0T (42B act.)
Pricing
Input $/1M
—
—
Output $/1M
—
—
Blended $/1M (3∶1)
-
-
Speed
tok/s
-
-
TTFT (s)
-
-
Reasoning
MMLU-Pro
—
—
GPQA Diamond
87.3
86.6
Humanity's Last Exam
32.0
35.7
AIME 2025
—
—
MATH-500
—
—
Humanity's Last Exam (with tools)
—
—
AA-Omniscience Accuracy
18.2
22.4
AA-LCR v1.1
80.0
79.7
CritPt
4.6
4.0
MMMU-Pro
—
—
IFBench
—
79.9
Chartography
—
—
Chartography (With Tools)
—
—
Coding
SWE-bench Verified
—
—
SWE-bench Pro
—
—
SWE-bench Multilingual
—
—
LiveCodeBench
—
—
Terminal-Bench 2.1
71.9
65.2
Aider Polyglot
—
—
Terminal-Bench 3
—
—
BigCodeBench
—
—
SciCode
42.9
50.6
CursorBench
—
—
SWE-Rebench
—
44.4
NL2Repo-Bench
—
—
DeepSWE
—
—
WebDev Arena
—
1,475
Terminal-Bench 4.0
—
—
CursorBench 4.0
—
—
FrontierCode v1.1 (Main)
—
—
Arena
LMArena Elo
—
1,467
| Metric | K2 Horizon 375B A23B | MiMo-V2.5-Pro | Delta |
|---|---|---|---|
| Identity | |||
| Organization | MBZUAI Institute of Foundation Models | Xiaomi | — |
| Family | Other | Other | — |
| License | Apache 2.0 | MIT | — |
| Open weights | Yes | Yes | — |
| Release | Sep 3, 2026 | Apr 27, 2026 | — |
| Knowledge cutoff | - | - | — |
| API / provider | No primary API price listed | No primary API price listed | — |
| Modalities | text → text | text → text | — |
| Specs | |||
| Context window | 524K | 1M | B +476K |
| Max output | - | - | — |
| Parameters | 375B (23B act.) | 1.0T (42B act.) | B +645 |
| Pricing | |||
| Input $/1M | — | — | — |
| Output $/1M | — | — | — |
| Blended $/1M (3∶1) | - | - | — |
| Speed | |||
| tok/s | - | - | — |
| TTFT (s) | - | - | — |
| Reasoning | |||
| MMLU-Pro | — | — | — |
| GPQA Diamond | 87.3 | 86.6 | A +0.7 pts |
| Humanity's Last Exam | 32.0 | 35.7 | B +3.7 pts |
| AIME 2025 | — | — | — |
| MATH-500 | — | — | — |
| Humanity's Last Exam (with tools) | — | — | — |
| AA-Omniscience Accuracy | 18.2 | 22.4 | B +4.2 pts |
| AA-LCR v1.1 | 80.0 | 79.7 | A +0.3 pts |
| CritPt | 4.6 | 4.0 | A +0.6 pts |
| MMMU-Pro | — | — | — |
| IFBench | — | 79.9 | — |
| Chartography | — | — | — |
| Chartography (With Tools) | — | — | — |
| Coding | |||
| SWE-bench Verified | — | — | — |
| SWE-bench Pro | — | — | — |
| SWE-bench Multilingual | — | — | — |
| LiveCodeBench | — | — | — |
| Terminal-Bench 2.1 | 71.9 | 65.2 | A +6.7 pts |
| Aider Polyglot | — | — | — |
| Terminal-Bench 3 | — | — | — |
| BigCodeBench | — | — | — |
| SciCode | 42.9 | 50.6 | B +7.7 pts |
| CursorBench | — | — | — |
| SWE-Rebench | — | 44.4 | — |
| NL2Repo-Bench | — | — | — |
| DeepSWE | — | — | — |
| WebDev Arena | — | 1,475 | — |
| Terminal-Bench 4.0 | — | — | — |
| CursorBench 4.0 | — | — | — |
| FrontierCode v1.1 (Main) | — | — | — |
| Arena | |||
| LMArena Elo | — | 1,467 | — |
K2 Horizon 375B A23B
- Context
- 524K
- Parameters
- 375B (23B act.)
- Price
- —
- Speed
- —
- Modalities
- text → text
- License
- Apache 2.0
Flagship model (375B MoE / 23B active) in the Institute of Foundation Models' K2 Horizon fleet, released fully open — weights, code, training data, and methodology — under Apache 2.0.
MiMo-V2.5-Pro
- Context
- 1M
- Parameters
- 1.0T (42B act.)
- Price
- —
- Speed
- —
- Modalities
- text → text
- License
- MIT
Xiaomi's flagship open-weight MoE model (1.02T total / 42B active parameters) in the MiMo-V2.5 series, tuned for coding, reasoning, and long-horizon agent tasks with a 1M-token context window, released under the MIT license.
Benchmark charts
Winner bars are emphasized. Per-benchmark deltas sit above each chart.