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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

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  3. AionLabs: Aion-3.0-Mini vs Z.ai: GLM 5V Turbo

Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)

AionLabs: Aion-3.0-Mini vs Z.ai: GLM 5V Turbo benchmark

In this head-to-head showdown, AionLabs: Aion-3.0-Mini is more budget-friendly at $1.4/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Both AionLabs: Aion-3.0-Mini and Z.ai: GLM 5V Turbo present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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Executive Verdict Summary

AionLabs: Aion-3.0-Mini holds empirical advantage (2 of 3 metrics)

Coding / SWESWE-bench
Z.ai: GLM 5V TurboTop code solve rate
ReasoningGPQA / Live
Z.ai: GLM 5V TurboTop logical accuracy
Best Value$/1M Tok
AionLabs: Aion-3.0-MiniLowest API billing cost
Speed / TokTok/Sec
Z.ai: GLM 5V TurboFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

AionLabs: Aion-3.0-Mini (2)Z.ai: GLM 5V Turbo (1)
AionLabs: Aion-3.0-Mini
2 of 3 Wins
✓Input price✓Output price
Z.ai: GLM 5V Turbo
1 of 3 Wins
✓Context window
aion-labs
Leads 2 of 3
AionLabs: Aion-3.0-Mini

Auto-discovered from OpenRouter (aion-labs/aion-3.0-mini). Preview until a second source matches.

In: $0.7 · Out: $1.4/1M
Zhipu
Leads 1 of 3
Z.ai: GLM 5V Turbo

Auto-discovered from OpenRouter (z-ai/glm-5v-turbo). Preview until a second source matches.

Elo 1,475In: $1.2 · Out: $4/1M
Top Rival Showdowns for AionLabs: Aion-3.0-Mini
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar LeaderAionLabs: Aion-3.0-Mini Wins

AionLabs: Aion-3.0-Mini

$1.4 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

AionLabs: Aion-3.0-Mini (2)vsZ.ai: GLM 5V Turbo (8)
AionLabs: Aion-3.0-Mini: 2W (20%)Overall: Z.ai: GLM 5V TurboZ.ai: GLM 5V Turbo: 8W (80%)
← AionLabs: Aion-3.0-MiniZ.ai: GLM 5V Turbo →
🏆Z.ai: GLM 5V Turbo Leads(5/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Benchmark
AionLabs: Aion-3.0-MinivsZ.ai: GLM 5V Turbo
Preference Elo
—vs1,475
Coding Elo
—vs1,482
SWE-bench
—vs65.2%
LiveBench
—vs63.8%
GPQA Diamond
—vs77.4%
AionLabs: Aion-3.0-Mini: 0WZ.ai: GLM 5V Turbo: 5W
🏆Z.ai: GLM 5V Turbo Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
AionLabs: Aion-3.0-MinivsZ.ai: GLM 5V Turbo
Output speed
—vs112 tok/s
Time to first token
—vs180 ms
AionLabs: Aion-3.0-Mini: 0WZ.ai: GLM 5V Turbo: 2W
🏆AionLabs: Aion-3.0-Mini Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
AionLabs: Aion-3.0-MinivsZ.ai: GLM 5V Turbo
Output price
$1.4/1Mvs$4/1M+$2.6/1M
Input price
$0.7/1Mvs$1.2/1M+$0.5/1M
Context window
131kvs203k+72k
AionLabs: Aion-3.0-Mini: 2WZ.ai: GLM 5V Turbo: 1W

Side-by-Side Benchmark Matrix

AionLabs: Aion-3.0-MiniZ.ai: GLM 5V Turbo
Preference Elo
AionLabs: Aion-3.0-Mini—
Z.ai: GLM 5V Turbo1,475
Coding Elo
AionLabs: Aion-3.0-Mini—
Z.ai: GLM 5V Turbo1,482
LiveBench
AionLabs: Aion-3.0-Mini—
Z.ai: GLM 5V Turbo63.8%
SWE-bench
AionLabs: Aion-3.0-Mini—
Z.ai: GLM 5V Turbo65.2%
GPQA Diamond
AionLabs: Aion-3.0-Mini—
Z.ai: GLM 5V Turbo77.4%
Time to first token
AionLabs: Aion-3.0-Mini—
Z.ai: GLM 5V Turbo180 ms
Output speed
AionLabs: Aion-3.0-Mini—
Z.ai: GLM 5V Turbo112 tok/s
Input priceAionLabs: Aion-3.0-Mini +$0.5/1M
AionLabs: Aion-3.0-Mini$0.7/1M
Z.ai: GLM 5V Turbo$1.2/1M
Output priceAionLabs: Aion-3.0-Mini +$2.6/1M
AionLabs: Aion-3.0-Mini$1.4/1M
Z.ai: GLM 5V Turbo$4/1M
Context windowZ.ai: GLM 5V Turbo +72k
AionLabs: Aion-3.0-Mini131k
Z.ai: GLM 5V Turbo203k
BenchmarkAionLabs: Aion-3.0-MiniZ.ai: GLM 5V TurboAdvantage Delta
Preference Elo—
1,475
seed-bootstrap · Aug 1, 2026
—
Coding Elo—
1,482
seed-bootstrap · Aug 1, 2026
—
LiveBench—
63.8%
seed-bootstrap · Aug 1, 2026
—
SWE-bench—
65.2%
seed-bootstrap · Aug 1, 2026
—
GPQA Diamond—
77.4%
seed-bootstrap · Aug 1, 2026
—
Time to first token—
180 ms
seed-bootstrap · Aug 1, 2026
—
Output speed—
112 tok/s
seed-bootstrap · Aug 1, 2026
—
Input price
$0.7/1M
openrouter · Aug 17, 2026
$1.2/1M
openrouter · Aug 17, 2026
+$0.5/1M
Output price
$1.4/1M
openrouter · Aug 17, 2026
$4/1M
openrouter · Aug 17, 2026
+$2.6/1M
Context window
131k
openrouter · Aug 17, 2026
203k
openrouter · Aug 17, 2026
+72k

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save 55% with AionLabs: Aion-3.0-Mini
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
AionLabs: Aion-3.0-Mini$45.50 / mo
In: $24.5Out: $21
Z.ai: GLM 5V Turbo$102.00 / mo
In: $42Out: $60
Estimated Cost Delta

AionLabs: Aion-3.0-Mini is estimated to save $56.50/month ($678/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    AionLabs: Aion-3.0-Mini:Pick AionLabs: Aion-3.0-Mini when you are optimizing output cost.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatAionLabs: Aion-3.0-Mini

Lower output list price ($1.4/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGZ.ai: GLM 5V Turbo

Larger window (203k).

Screenshots / visionZ.ai: GLM 5V Turbo

Z.ai: GLM 5V Turbo is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatAionLabs: Aion-3.0-MiniLower output list price ($1.4/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGZ.ai: GLM 5V TurboLarger window (203k).
Screenshots / visionZ.ai: GLM 5V TurboZ.ai: GLM 5V Turbo is the side marked multimodal in the catalog.

Cast Your Matchup Vote

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
aion-labs

AionLabs: Aion-3.0-Mini

Elo n/a
SWE-bench—
Speed (tok/s)131k
Input / 1M Tokens$0.7/1M
Output / 1M Tokens$1.4/1M
Zhipu

Z.ai: GLM 5V Turbo

Elo 1,475
SWE-bench65.2%
Speed (tok/s)112 tok/s
Input / 1M Tokens$1.2/1M
Output / 1M Tokens$4/1M

Frequently Asked Questions

Which is better overall, AionLabs: Aion-3.0-Mini or Z.ai: GLM 5V Turbo?
We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, AionLabs: Aion-3.0-Mini or Z.ai: GLM 5V Turbo?
SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?
AionLabs: Aion-3.0-Mini output tokens are $1.4/1M versus $4/1M. Input prices and retry rates still move the real bill.
Which is faster, AionLabs: Aion-3.0-Mini or Z.ai: GLM 5V Turbo?
We do not have TTFT for both models.
Which has the larger context window?
Z.ai: GLM 5V Turbo accepts 203k tokens versus 131k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
Are these scores from CompareLLM’s own evals?
No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?
Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. AionLabs: Aion-3.0-Mini and Z.ai: GLM 5V Turbo Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All AionLabs: Aion-3.0-Mini matchups →|All Z.ai: GLM 5V Turbo matchups →
Z.ai: GLM 5V Turbo vs GLM-5.2 (previous glm)Z.ai: GLM 5V Turbo vs GLM-5.3 (next glm)Claude Opus 4.5 vs Z.ai: GLM 5V TurboClaude Opus 4.6 vs Z.ai: GLM 5V TurboClaude Sonnet 4.5 vs Z.ai: GLM 5V TurboGPT-5 vs Z.ai: GLM 5V Turbo