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A · open · Granite

Granite 4.2 30B

IBM

B · open · Granite

Granite 4.2 8B

IBM

13:1

overall capability wins (3 ties across 17 scored). Granite 4.2 30B leads overall.

  • Reasoning5:1
  • Coding6:0
  • Tool use1:0
  • Specs1:0

Verdict

Granite 4.2 30B leads coding (widest gap: +14.2 on SWE-Pro).

Cost for 1M in + 250K out

Illustrative chat workload at primary-provider list prices.

Granite 4.2 30B
-
Granite 4.2 8B
-

Price per 1M tokens

Full comparison

Organization

IBM

IBM

Family

Granite

Granite

License

Apache 2.0

Apache 2.0

Open weights

Yes

Yes

Release

Aug 25, 2026

Aug 25, 2026

Knowledge cutoff

-

-

API / provider

No primary API price listed

No primary API price listed

Modalities

text → text

text → text

Specs

Context window

131K

131K

tie

Max output

8K

8K

tie

Parameters

30B

8B

A +22

Pricing

Input $/1M

—

—

—

Output $/1M

—

—

—

Blended $/1M (3∶1)

-

-

—

Speed

tok/s

-

-

—

TTFT (s)

-

-

—

Reasoning

MMLU-Pro

77.6

74.0

A +3.6 pts

GPQA Diamond

64.4

63.1

A +1.3 pts

Humanity's Last Exam

11.2

9.7

A +1.5 pts

AIME 2025

89.2

86.7

A +2.5 pts

MATH-500

—

—

—

Humanity's Last Exam (with tools)

—

—

—

AA-Omniscience Accuracy

10.1

11.2

B +1.1 pts

AA-LCR v1.1

49.0

45.0

A +4.0 pts

CritPt

0.3

0.3

tie

MMMU-Pro

—

—

—

IFBench

—

—

—

Chartography

—

—

—

Chartography (With Tools)

—

—

—

Coding

SWE-bench Verified

57.0

47.7

A +9.3 pts

SWE-bench Pro

33.3

19.1

A +14.2 pts

SWE-bench Multilingual

41.9

30.8

A +11.1 pts

LiveCodeBench

75.8

73.2

A +2.5 pts

Terminal-Bench 2.1

26.6

18.4

A +8.2 pts

Aider Polyglot

—

—

—

Terminal-Bench 3

—

—

—

BigCodeBench

—

—

—

SciCode

37.8

31.5

A +6.3 pts

CursorBench

—

—

—

SWE-Rebench

—

—

—

NL2Repo-Bench

—

—

—

DeepSWE

—

—

—

WebDev Arena

—

—

—

Terminal-Bench 4.0

—

—

—

CursorBench 4.0

—

—

—

FrontierCode v1.1 (Main)

—

—

—

Arena

LMArena Elo

—

—

—

Granite 4.2 30B

Context
131K / 8K out
Parameters
30B
Price
—
Speed
—
Modalities
text → text
License
Apache 2.0

IBM's Aug 25, 2026 flagship dense reasoning model (Apache 2.0) — native 128K context with a 512K long-context extension, switchable thinking / non-thinking / low-effort modes, and agentic RL on software-engineering, terminal, and search tasks. IBM reports SWE-bench Verified 57.00 and Terminal-Bench 2.1 29.24 under its NeMo Evaluator setup.

Granite 4.2 8B

Context
131K / 8K out
Parameters
8B
Price
—
Speed
—
Modalities
text → text
License
Apache 2.0

Mid-size Granite 4.2 dense reasoning model (Apache 2.0, Aug 25, 2026) with native 128K context and the same thinking-mode switch as the 30B flagship. The 8B and 30B sizes received agentic RL; IBM reports SWE-bench Verified 47.67 and Terminal-Bench 2.1 20.56.

Benchmark charts

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

Reasoning & knowledge

MMLU-Pro: A +3.6GPQA: A +1.3HLE: A +1.5AIME: A +2.5CritPt: tieAA-LCR: A +4.0Omniscience Acc.: B +1.1

Coding

SWE-bench: A +9.3SWE-Pro: A +14.2SWE-Multi: A +11.1LiveCode: A +2.5TermBench: A +8.2SciCode: A +6.3

Tool use & function calling

τ³-Banking: A +6.8

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