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Compare / head-to-head

Amazon Nova PremiervsGLM-5.1

Amazon Nova Premier and GLM-5.1 do not yet share a public benchmark, so quality cannot be compared apples-to-apples. Amazon Nova Premier has the larger context window (1M tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
0
no overlap yet
Cheaper per token
list price, input + output
Larger context
Amazon Nova Premier
1M tokens
Provider uptime (30d)
— · —
Amazon · Z.ai
Amazon Nova Premier
Amazon · released 2025-04-30
textvision
Context
1M
Max out
10K
Input /1M
Output /1M
Cached /1M
Scores
6 · 2 core
GLM-5.1
Z.ai · released 2026-04-07
text
Context
200K
Max out
131K
Input /1M
$1.4
Output /1M
$4.4
Cached /1M
$0.26
Scores
7 · 7 core
Quality

Benchmark matrix

BenchmarkAmazon Nova PremierGLM-5.1ΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only Amazon Nova Premier reports · 6
SWE-bench Verified42.4% not reported
MMLU87.4% not reported
BFCL63.7% not reported
CharXiv84.6% not reported
MATH-50082% not reported
SimpleQA with RAG86.3% not reported
Only GLM-5.1 reports · 7
GPQA Diamondnot reported89.9% epoch
AIME 2026not reported95.8% matharena
LMArena Elonot reported1462.4
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported36.8% epoch
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported93.3% epoch
SimpleQA Verifiednot reported34% epoch
SWE-bench Verified (Epoch AI run)not reported74.2% epoch
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is Amazon Nova Premier minus GLM-5.1 in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecAmazon Nova PremierGLM-5.1Edge
Context window1M tokens200K tokensAmazon Nova Premier
Max output10K tokens131K tokensGLM-5.1
Input price / 1M$1.4
Output price / 1M$4.4
Cached input / 1M$0.26
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$5.8
Modalitiestext · visiontextAmazon Nova Premier
Released2025-04-302026-04-07
Cited benchmark scores67
Reliability

Provider status

All providers
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Which one wins on your data?

Public benchmarks are a starting point. Run Amazon Nova Premier and GLM-5.1 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.