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

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  3. Anthropic Claude Sonnet Latest vs Z.ai: GLM 5V Turbo

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

Anthropic Claude Sonnet Latest vs Z.ai: GLM 5V Turbo benchmark

In this head-to-head showdown, Z.ai: GLM 5V Turbo is more budget-friendly at $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: Choose Anthropic Claude Sonnet Latest if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Z.ai: GLM 5V Turbo if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Executive Verdict Summary

Z.ai: GLM 5V Turbo 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
Z.ai: GLM 5V TurboLowest API billing cost
Speed / TokTok/Sec
Z.ai: GLM 5V TurboFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

Anthropic Claude Sonnet Latest (1)Z.ai: GLM 5V Turbo (2)
Anthropic Claude Sonnet Latest
1 of 3 Wins
✓Context window
Z.ai: GLM 5V Turbo
2 of 3 Wins
✓Input price✓Output price
~anthropic
Leads 1 of 3
Anthropic Claude Sonnet Latest

Auto-discovered from OpenRouter (~anthropic/claude-sonnet-latest). Preview until a second source matches.

In: $2 · Out: $10/1M
Zhipu
Leads 2 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 Anthropic Claude Sonnet Latest
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 LeaderZ.ai: GLM 5V Turbo Wins

Z.ai: GLM 5V Turbo

$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.

Anthropic Claude Sonnet Latest (1)vsZ.ai: GLM 5V Turbo (9)
Anthropic Claude Sonnet Latest: 1W (10%)Overall: Z.ai: GLM 5V TurboZ.ai: GLM 5V Turbo: 9W (90%)
← Anthropic Claude Sonnet LatestZ.ai: GLM 5V Turbo →
🏆Z.ai: GLM 5V Turbo Leads(5/5)

Intelligence & Reasoning

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

Benchmark
Anthropic Claude Sonnet LatestvsZ.ai: GLM 5V Turbo
Preference Elo
—vs1,475
Coding Elo
—vs1,482
SWE-bench
—vs65.2%
LiveBench
—vs63.8%
GPQA Diamond
—vs77.4%
Anthropic Claude Sonnet Latest: 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
Anthropic Claude Sonnet LatestvsZ.ai: GLM 5V Turbo
Output speed
—vs112 tok/s
Time to first token
—vs180 ms
Anthropic Claude Sonnet Latest: 0WZ.ai: GLM 5V Turbo: 2W
🏆Z.ai: GLM 5V Turbo Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Anthropic Claude Sonnet LatestvsZ.ai: GLM 5V Turbo
Output price
$10/1Mvs$4/1M+$6/1M
Input price
$2/1Mvs$1.2/1M+$0.8/1M
Context window
1Mvs203k+797k
Anthropic Claude Sonnet Latest: 1WZ.ai: GLM 5V Turbo: 2W

Side-by-Side Benchmark Matrix

Anthropic Claude Sonnet LatestZ.ai: GLM 5V Turbo
Preference Elo
Anthropic Claude Sonnet Latest—
Z.ai: GLM 5V Turbo1,475
Coding Elo
Anthropic Claude Sonnet Latest—
Z.ai: GLM 5V Turbo1,482
LiveBench
Anthropic Claude Sonnet Latest—
Z.ai: GLM 5V Turbo63.8%
SWE-bench
Anthropic Claude Sonnet Latest—
Z.ai: GLM 5V Turbo65.2%
GPQA Diamond
Anthropic Claude Sonnet Latest—
Z.ai: GLM 5V Turbo77.4%
Time to first token
Anthropic Claude Sonnet Latest—
Z.ai: GLM 5V Turbo180 ms
Output speed
Anthropic Claude Sonnet Latest—
Z.ai: GLM 5V Turbo112 tok/s
Input priceZ.ai: GLM 5V Turbo +$0.8/1M
Anthropic Claude Sonnet Latest$2/1M
Z.ai: GLM 5V Turbo$1.2/1M
Output priceZ.ai: GLM 5V Turbo +$6/1M
Anthropic Claude Sonnet Latest$10/1M
Z.ai: GLM 5V Turbo$4/1M
Context windowAnthropic Claude Sonnet Latest +797k
Anthropic Claude Sonnet Latest1M
Z.ai: GLM 5V Turbo203k
BenchmarkAnthropic Claude Sonnet LatestZ.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
$2/1M
openrouter · Aug 17, 2026
$1.2/1M
openrouter · Aug 17, 2026
+$0.8/1M
Output price
$10/1M
openrouter · Aug 17, 2026
$4/1M
openrouter · Aug 17, 2026
+$6/1M
Context window
1M
openrouter · Aug 17, 2026
203k
openrouter · Aug 17, 2026
+797k

Workload Cost & Savings Calculator

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

Save 54% with Z.ai: GLM 5V Turbo
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Anthropic Claude Sonnet Latest$220.00 / mo
In: $70Out: $150
Z.ai: GLM 5V Turbo$102.00 / mo
In: $42Out: $60
Estimated Cost Delta

Z.ai: GLM 5V Turbo is estimated to save $118.00/month ($1,416/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Z.ai: GLM 5V Turbo:Pick Z.ai: GLM 5V Turbo when you are optimizing output cost.
  • 2
    Anthropic Claude Sonnet Latest:Pick Anthropic Claude Sonnet Latest for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatZ.ai: GLM 5V Turbo

Lower output list price ($4/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGAnthropic Claude Sonnet Latest

Larger window (1M).

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 chatZ.ai: GLM 5V TurboLower output list price ($4/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGAnthropic Claude Sonnet LatestLarger window (1M).
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
~anthropic

Anthropic Claude Sonnet Latest

Elo n/a
SWE-bench—
Speed (tok/s)1M
Input / 1M Tokens$2/1M
Output / 1M Tokens$10/1M
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, Anthropic Claude Sonnet Latest 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, Anthropic Claude Sonnet Latest 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?
Z.ai: GLM 5V Turbo output tokens are $4/1M versus $10/1M. Input prices and retry rates still move the real bill.
Which is faster, Anthropic Claude Sonnet Latest or Z.ai: GLM 5V Turbo?
We do not have TTFT for both models.
Which has the larger context window?
Anthropic Claude Sonnet Latest accepts 1M tokens versus 203k.
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. Anthropic Claude Sonnet Latest 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 Anthropic Claude Sonnet Latest 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