Model comparison

Grok 4.6 vs Mercury 2

Grok 4.6 is the stronger model overall, scoring 56.9 to 39.1 on the Noometry Index. Mercury 2 costs 8.0× less per token, which makes it the better buy when Grok 4.6's lead doesn't matter for your workload.

Last verified . 16 shared benchmarks.

Grok 4.6 xAI

56.9

Rank #21 Confirmed

Mercury 2 Inception

39.1

Rank #175 Confirmed

Summary

  • They share 16 benchmarks with published results for both. Grok 4.6 scores higher in 7 categories and Mercury 2 in 0 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Grok 4.6 leads 61.4 to 23.8.
  • The biggest single-benchmark swing is WeirdML: 67.3% for Grok 4.6 and 43.2% for Mercury 2.
  • Mercury 2 is cheaper at $0.25 / $0.75 per million input/output tokens, against $2 / $6 for Grok 4.6.
  • Grok 4.6 accepts more context: 500K tokens versus 128K.

Side by side

Grok 4.6 and Mercury 2 specifications
Grok 4.6Mercury 2
ProviderxAIInception
Noometry Index56.939.1
Released2026-08-122026-02-20
WeightsProprietaryProprietary
Context window500K128K
Max output500K50K
Input $ / M tokens$2$0.25
Output $ / M tokens$6$0.75
Results tracked4917

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Category by category

Coding Grok 4.6 leads

Grok 4.6: 58.5 (#16), Mercury 2: 33.5 (#255)

Coding benchmarks
BenchmarkGrok 4.6Mercury 2
LMArena WebDev16171171
SciCode56.5%38.7%
WeirdML67.3%43.2%
LMArena Coding14651391
ALE-Bench1,508785.58
DeepSWE67.5%—
FrontierCode48%—
CursorBench41.4%—
FrontierSWE25.3%—

Agentic & Tool Use Not comparable

Grok 4.6: 39.4 (#27), Mercury 2: —

Agentic & Tool Use benchmarks
BenchmarkGrok 4.6Mercury 2
APEX-Agents65.3%—
GDP.pdf17.2%—
Vending-Bench 29,047—

Reasoning Grok 4.6 leads

Grok 4.6: 61.4 (#20), Mercury 2: 23.8 (#170)

Reasoning benchmarks
BenchmarkGrok 4.6Mercury 2
CritPt19.7%0.8%
LMArena Hard Prompts14471362
ARC-AGI-267.1%—
SimpleBench75.9%—
NYT Connections (extended)80%—
ARC-AGI-187.5%—
Chess Puzzles40%—
EBR-Bench30.5%—
Mystery Game Puzzles34%—
DTBench97.3%—
LMCA48.5%—
Epoch Capabilities Index156.44—

Math Not comparable

Grok 4.6: 67.0 (#24), Mercury 2: —

Math benchmarks
BenchmarkGrok 4.6Mercury 2
FrontierMath (Tiers 1-3)66%—
FrontierMath Tier 431.7%—
OTIS Mock AIME 2024-202599.2%—
ProofBench51%—
LMArena Math1423—

Knowledge Grok 4.6 leads

Grok 4.6: 63.3 (#20), Mercury 2: 36.2 (#172)

Knowledge benchmarks
BenchmarkGrok 4.6Mercury 2
LMArena Expert14671358
GPQA Diamond94%—
SimpleQA Verified49.3%—
Vectara Hallucination Rate—12.3%

Multimodal Not comparable

Grok 4.6: 43.6 (#23), Mercury 2: —

Multimodal benchmarks
BenchmarkGrok 4.6Mercury 2
LMArena Vision1263—
Blueprint-Bench 233.2%—
Furniture Assembly40%—
LMArena Document1452—

Multilingual Grok 4.6 leads

Grok 4.6: 53.0 (#74), Mercury 2: 46.6 (#157)

Multilingual benchmarks
BenchmarkGrok 4.6Mercury 2
LMArena Non-English14201331
LMArena Chinese14801417
LMArena Russian14221304
LMArena French1461—
LMArena German1431—
LMArena Japanese1376—
LMArena Korean1397—
LMArena Spanish1404—

Instruction Following Grok 4.6 leads

Grok 4.6: 75.4 (#63), Mercury 2: 70.2 (#165)

Instruction Following benchmarks
BenchmarkGrok 4.6Mercury 2
LMArena Instruction Following14311329

Long Context Grok 4.6 leads

Grok 4.6: 44.5 (#66), Mercury 2: 40.5 (#154)

Long Context benchmarks
BenchmarkGrok 4.6Mercury 2
LMArena Longer Query14541330

Writing & Preference Grok 4.6 leads

Grok 4.6: 62.3 (#80), Mercury 2: 53.8 (#155)

Writing & Preference benchmarks
BenchmarkGrok 4.6Mercury 2
LMArena Text14281355
LMArena Creative Writing14281289
LMArena Multi-Turn14251358

Frequently asked questions

Is Grok 4.6 better than Mercury 2?

Grok 4.6 is the stronger model overall, scoring 56.9 to 39.1 on the Noometry Index. Mercury 2 costs 8.0× less per token, which makes it the better buy when Grok 4.6's lead doesn't matter for your workload.

Which is cheaper, Grok 4.6 or Mercury 2?

Mercury 2 is cheaper. It lists at $0.25 per million input tokens and $0.75 per million output tokens; Grok 4.6 lists at $2 and $6.

Is Grok 4.6 or Mercury 2 better for coding?

Grok 4.6 scores higher on coding benchmarks: 58.5 versus 33.5 in the Noometry coding category.

Which has the bigger context window?

Grok 4.6 does, with 500K tokens against 128K.

How many benchmarks do Grok 4.6 and Mercury 2 share?

16 benchmarks have published results for both models. Grok 4.6 has 49 scored results on Noometry and Mercury 2 has 17.

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