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A · open · Other

Agnes-3.0-Flash Preview

Agnes AI

B · open · Other

MiniMax M3

MiniMax

1:5

overall capability wins (0 ties across 6 scored). MiniMax M3 leads overall.

  • Reasoning1:3
  • Coding0:1
  • Specs0:1

Verdict

MiniMax M3 leads coding (widest gap: +9.0 on SciCode); MiniMax M3 offers ~3.8x larger context (1M vs 262K).

  • MiniMax M3 leads coding (widest gap: +9.0 on SciCode)
  • MiniMax M3 offers ~3.8x larger context (1M vs 262K)

Cost for 1M in + 250K out

Illustrative chat workload at primary-provider list prices.

Agnes-3.0-Flash Preview
-
MiniMax M3
$0.60

Price per 1M tokens

Full comparison

Organization

Agnes AI

MiniMax

Family

Other

Other

License

Apache 2.0

MiniMax Community

Open weights

Yes

Yes

Release

Sep 13, 2026

Jun 1, 2026

Knowledge cutoff

-

-

API / provider

No primary API price listed

MiniMax

Modalities

text, image, video → text

text, image, video → text

Specs

Context window

262K

1M

B +738K

Max output

-

128K

—

Parameters

33B

—

—

Pricing

Input $/1M

—

$0.30

—

Output $/1M

—

$1.20

—

Blended $/1M (3∶1)

-

$0.52

—

Speed

tok/s

-

80

—

TTFT (s)

-

0.35

—

Reasoning

MMLU-Pro

—

—

—

GPQA Diamond

85.0

92.9

B +7.9 pts

Humanity's Last Exam

—

39.0

—

AIME 2025

—

—

—

MATH-500

—

—

—

Humanity's Last Exam (with tools)

—

—

—

AA-Omniscience Accuracy

23.0

16.7

A +6.3 pts

AA-LCR v1.1

68.3

83.0

B +14.7 pts

CritPt

—

3.7

—

MMMU-Pro

—

78.6

—

IFBench

74.2

82.9

B +8.7 pts

Chartography

—

—

—

Chartography (With Tools)

—

—

—

Coding

SWE-bench Verified

—

—

—

SWE-bench Pro

—

59.0

—

SWE-bench Multilingual

—

—

—

LiveCodeBench

—

—

—

Terminal-Bench 2.1

—

65.2

—

Aider Polyglot

—

—

—

Terminal-Bench 3

—

—

—

BigCodeBench

—

—

—

SciCode

38.1

47.1

B +9.0 pts

CursorBench

—

—

—

SWE-Rebench

—

46.4

—

NL2Repo-Bench

—

—

—

DeepSWE

—

—

—

WebDev Arena

—

1,487

—

Terminal-Bench 4.0

—

—

—

CursorBench 4.0

—

—

—

FrontierCode v1.1 (Main)

—

—

—

Arena

LMArena Elo

—

1,441

—

Agnes-3.0-Flash Preview

Context
262K
Parameters
33B
Price
—
Speed
—
Modalities
text, image, video → text
License
Apache 2.0

Agnes AI's (Sapiens AI, Singapore) first open-weight release: a 33B-parameter hybrid-attention model (54 gated delta-rule recurrent layers alternating with 18 global-attention layers, 3:1) under Apache 2.0, with a 262K-token context window and text/image/video input. This open-weight Preview checkpoint is distinct from Agnes AI's production "Agnes 3.0 Flash" API model, which runs a different checkpoint and is not open-weight; the two should not be conflated.

MiniMax M3

Context
1M / 128K out
Parameters
—
Price
$0.30 / $1.20
Speed
80 tok/s · 0.35s TTFT
Modalities
text, image, video → text
License
MiniMax Community

MiniMax June 2026 open-weight flagship — frontier coding/agentic scores with MSA 1M context and native multimodality.

Benchmark charts

Winner bars are emphasized. Per-benchmark deltas sit above each chart.

Reasoning & knowledge

GPQA: B +7.9AA-LCR: B +14.7Omniscience Acc.: A +6.3IFBench: B +8.7

Coding

SciCode: B +9.0

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