Model comparison

Falcon-180B vs Inkling

Inkling is the stronger model overall, scoring 44.1 to 32.2 on the Noometry Index.

Last verified . 7 shared benchmarks.

Inkling Thinking Machines Lab

44.1

Rank #80 Confirmed

Summary

  • They share 7 benchmarks with published results for both. Falcon-180B scores higher in 0 categories and Inkling in 4 categories; 4 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Inkling leads 65.2 to 29.1.

Side by side

Falcon-180B and Inkling specifications
Falcon-180BInkling
ProviderTechnology Innovation InstituteThinking Machines Lab
Noometry Index32.244.1
Released2023-09-062026-07-15
WeightsOpenOpen
Context window—66K
Max output—66K
Input $ / M tokens—$1.87
Output $ / M tokens—$4.68
Results tracked1641

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Category by category

Coding Not comparable

Falcon-180B: —, Inkling: 34.5 (#234)

Coding benchmarks
BenchmarkFalcon-180BInkling
FrontierCode—14%
LMArena WebDev—1413
FrontierSWE—4.1%
SciCode—47%
WeirdML—32.3%
LMArena Coding—1464
ALE-Bench—946

Agentic & Tool Use Not comparable

Falcon-180B: —, Inkling: 29.6 (#85)

Agentic & Tool Use benchmarks
BenchmarkFalcon-180BInkling
APEX-Agents—33.8%
τ²-bench Banking—25%

Reasoning Inkling leads

Falcon-180B: 19.1 (#269), Inkling: 40.4 (#56)

Reasoning benchmarks
BenchmarkFalcon-180BInkling
LMArena Hard Prompts10071451
Epoch Capabilities Index112.13148.54
ARC-AGI-2—36.5%
SimpleBench—50%
ARC-AGI-1—79.5%
CritPt—5.4%
Chess Puzzles—21%
DTBench—87.5%
LMCA—37.6%
HellaSwag89%—
LAMBADA79.8%—
PIQA84.9%—
WinoGrande87.1%—

Math Not comparable

Falcon-180B: —, Inkling: 31.3 (#225)

Math benchmarks
BenchmarkFalcon-180BInkling
FrontierMath (Tiers 1-3)—33.3%
FrontierMath Tier 4—4.9%
OTIS Mock AIME 2024-2025—88.9%
ProofBench—0%
LMArena Math—1479
GSM8K54.4%—

Knowledge Not comparable

Falcon-180B: —, Inkling: 55.1 (#49)

Knowledge benchmarks
BenchmarkFalcon-180BInkling
GPQA Diamond—88.3%
SimpleQA Verified—40.3%
LMArena Expert—1465
ARC (AI2) Challenge67.8%—
BoolQ89%—
MMLU70.6%—
OpenBookQA64.2%—

Multilingual Inkling leads

Falcon-180B: 25.2 (#286), Inkling: 54.0 (#52)

Multilingual benchmarks
BenchmarkFalcon-180BInkling
LMArena Non-English10001434
LMArena Chinese—1490
LMArena French—1458
LMArena German—1446
LMArena Japanese—1429
LMArena Korean—1404
LMArena Russian—1429
LMArena Spanish—1448

Instruction Following Inkling leads

Falcon-180B: 53.4 (#286), Inkling: 75.1 (#71)

Instruction Following benchmarks
BenchmarkFalcon-180BInkling
LMArena Instruction Following10471426

Long Context Not comparable

Falcon-180B: —, Inkling: 43.8 (#86)

Long Context benchmarks
BenchmarkFalcon-180BInkling
LMArena Longer Query—1434

Writing & Preference Inkling leads

Falcon-180B: 29.1 (#295), Inkling: 65.2 (#51)

Writing & Preference benchmarks
BenchmarkFalcon-180BInkling
LMArena Text10541441
LMArena Creative Writing10891387
LMArena Multi-Turn10131436
EQ-Bench Creative Writing—1611
EQ-Bench 4—1226

Frequently asked questions

Is Falcon-180B better than Inkling?

Inkling is the stronger model overall, scoring 44.1 to 32.2 on the Noometry Index.

How many benchmarks do Falcon-180B and Inkling share?

7 benchmarks have published results for both models. Falcon-180B has 16 scored results on Noometry and Inkling has 41.

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