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MAI-Thinking-1 vs ZAYA1-8B

Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.

MAI-Thinking-1

65

VS

ZAYA1-8B

57

1 categoriesvs1 categories

Verified leaderboard positions: MAI-Thinking-1 #23 · ZAYA1-8B unranked

Pick MAI-Thinking-1 if you want the stronger benchmark profile. ZAYA1-8B only becomes the better choice if knowledge is the priority.

Category Radar

Head-to-Head by Category

Category Breakdown

Knowledge

ZAYA1-8B
69.9vs73.1

+3.2 difference

Inst. Following

MAI-Thinking-1
85vs74

+11.0 difference

Operational Comparison

MAI-Thinking-1

ZAYA1-8B

Price (per 1M tokens)

N/A

$0 / $0

Speed

N/A

N/A

Latency (TTFT)

N/A

N/A

Context Window

256K

131K

Quick Verdict

Pick MAI-Thinking-1 if you want the stronger benchmark profile. ZAYA1-8B only becomes the better choice if knowledge is the priority.

MAI-Thinking-1 is clearly ahead on the provisional aggregate, 65 to 57. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

MAI-Thinking-1's sharpest advantage is in instruction following, where it averages 85 against 74. The single biggest benchmark swing on the page is IFBench, 85% to 52.6%. ZAYA1-8B does hit back in knowledge, so the answer changes if that is the part of the workload you care about most.

MAI-Thinking-1 gives you the larger context window at 256K, compared with 131K for ZAYA1-8B.

Benchmark Deep Dive

Frequently Asked Questions (3)

Which is better, MAI-Thinking-1 or ZAYA1-8B?

MAI-Thinking-1 is ahead on BenchLM's provisional leaderboard, 65 to 57. The biggest single separator in this matchup is IFBench, where the scores are 85% and 52.6%.

Which is better for knowledge tasks, MAI-Thinking-1 or ZAYA1-8B?

ZAYA1-8B has the edge for knowledge tasks in this comparison, averaging 73.1 versus 69.9. Inside this category, GPQA is the benchmark that creates the most daylight between them.

Which is better for instruction following, MAI-Thinking-1 or ZAYA1-8B?

MAI-Thinking-1 has the edge for instruction following in this comparison, averaging 85 versus 74. Inside this category, IFBench is the benchmark that creates the most daylight between them.

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Last updated: June 8, 2026

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