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Every score has a dated snapshot.

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  3. SpaceXAI: Grok 4.20 Multi-Agent vs Qwen3.8 27B

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

SpaceXAI: Grok 4.20 Multi-Agent vs Qwen3.8 27B benchmark

In this head-to-head showdown, SpaceXAI: Grok 4.20 Multi-Agent is more budget-friendly at $2.5/1M 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 SpaceXAI: Grok 4.20 Multi-Agent and Qwen3.8 27B 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

SpaceXAI: Grok 4.20 Multi-Agent holds empirical advantage (2 of 3 metrics)

Coding / SWESWE-bench
Qwen3.8 27BTop code solve rate
ReasoningGPQA / Live
Qwen3.8 27BTop logical accuracy
Best Value$/1M Tok
SpaceXAI: Grok 4.20 Multi-AgentLowest API billing cost
Speed / TokTok/Sec
Qwen3.8 27BFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

SpaceXAI: Grok 4.20 Multi-Agent (2)Qwen3.8 27B (1)
SpaceXAI: Grok 4.20 Multi-Agent
2 of 3 Wins
✓Output price✓Context window
Qwen3.8 27B
1 of 3 Wins
✓Input price
xAI
Leads 2 of 3
SpaceXAI: Grok 4.20 Multi-Agent

Auto-discovered from OpenRouter (x-ai/grok-4.20-multi-agent). Preview until a second source matches.

In: $1.25 · Out: $2.5/1M
Alibaba
Leads 1 of 3
Qwen3.8 27B

Alibaba open-weight 27B drop dated Aug 14 2026. Dense enough to self-host; not a frontier MoE.

27B DenseElo 1,398In: $0.45 · Out: $3.2/1M
Top Rival Showdowns for SpaceXAI: Grok 4.20 Multi-Agent
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs DeepSeek V4 Provs Qwen 3 Max
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar LeaderSpaceXAI: Grok 4.20 Multi-Agent Wins

SpaceXAI: Grok 4.20 Multi-Agent

$2.5 / 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.

SpaceXAI: Grok 4.20 Multi-Agent (2)vsQwen3.8 27B (8)
SpaceXAI: Grok 4.20 Multi-Agent: 2W (20%)Overall: Qwen3.8 27BQwen3.8 27B: 8W (80%)
← SpaceXAI: Grok 4.20 Multi-AgentQwen3.8 27B →
🏆Qwen3.8 27B Leads(5/5)

Intelligence & Reasoning

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

Benchmark
SpaceXAI: Grok 4.20 Multi-AgentvsQwen3.8 27B
Preference Elo
—vs1,398
Coding Elo
—vs1,422
SWE-bench
—vs58.8%
LiveBench
—vs60.6%
GPQA Diamond
—vs73.4%
SpaceXAI: Grok 4.20 Multi-Agent: 0WQwen3.8 27B: 5W
🏆Qwen3.8 27B Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
SpaceXAI: Grok 4.20 Multi-AgentvsQwen3.8 27B
Output speed
—vs152 tok/s
Time to first token
—vs140 ms
SpaceXAI: Grok 4.20 Multi-Agent: 0WQwen3.8 27B: 2W
🏆SpaceXAI: Grok 4.20 Multi-Agent Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
SpaceXAI: Grok 4.20 Multi-AgentvsQwen3.8 27B
Output price
$2.5/1Mvs$3.2/1M+$0.7/1M
Input price
$1.25/1Mvs$0.45/1M+$0.8/1M
Context window
2Mvs262k+1.7M
SpaceXAI: Grok 4.20 Multi-Agent: 2WQwen3.8 27B: 1W

Side-by-Side Benchmark Matrix

SpaceXAI: Grok 4.20 Multi-AgentQwen3.8 27B
Preference Elo
SpaceXAI: Grok 4.20 Multi-Agent—
Qwen3.8 27B1,398
Coding Elo
SpaceXAI: Grok 4.20 Multi-Agent—
Qwen3.8 27B1,422
LiveBench
SpaceXAI: Grok 4.20 Multi-Agent—
Qwen3.8 27B60.6%
SWE-bench
SpaceXAI: Grok 4.20 Multi-Agent—
Qwen3.8 27B58.8%
GPQA Diamond
SpaceXAI: Grok 4.20 Multi-Agent—
Qwen3.8 27B73.4%
Time to first token
SpaceXAI: Grok 4.20 Multi-Agent—
Qwen3.8 27B140 ms
Output speed
SpaceXAI: Grok 4.20 Multi-Agent—
Qwen3.8 27B152 tok/s
Input priceQwen3.8 27B +$0.8/1M
SpaceXAI: Grok 4.20 Multi-Agent$1.25/1M
Qwen3.8 27B$0.45/1M
Output priceSpaceXAI: Grok 4.20 Multi-Agent +$0.7/1M
SpaceXAI: Grok 4.20 Multi-Agent$2.5/1M
Qwen3.8 27B$3.2/1M
Context windowSpaceXAI: Grok 4.20 Multi-Agent +1.7M
SpaceXAI: Grok 4.20 Multi-Agent2M
Qwen3.8 27B262k
BenchmarkSpaceXAI: Grok 4.20 Multi-AgentQwen3.8 27BAdvantage Delta
Preference Elo—
1,398
lmarena · Aug 16, 2026
—
Coding Elo—
1,422
lmarena · Aug 16, 2026
—
LiveBench—
60.6%
livebench · Aug 16, 2026
—
SWE-bench—
58.8%
swebench · Aug 16, 2026
—
GPQA Diamond—
73.4%
seed-bootstrap · Aug 16, 2026
—
Time to first token—
140 ms
seed-bootstrap · Aug 16, 2026
—
Output speed—
152 tok/s
seed-bootstrap · Aug 16, 2026
—
Input price
$1.25/1M
openrouter · Aug 17, 2026
$0.45/1M
openrouter · Aug 17, 2026
+$0.8/1M
Output price
$2.5/1M
openrouter · Aug 17, 2026
$3.2/1M
openrouter · Aug 17, 2026
+$0.7/1M
Context window
2M
openrouter · Aug 17, 2026
262k
openrouter · Aug 17, 2026
+1.7M

Workload Cost & Savings Calculator

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

Save 22% with Qwen3.8 27B
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
SpaceXAI: Grok 4.20 Multi-Agent$81.25 / mo
In: $43.75Out: $37.5
Qwen3.8 27B$63.75 / mo
In: $15.75Out: $48
Estimated Cost Delta

Qwen3.8 27B is estimated to save $17.50/month ($210/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    SpaceXAI: Grok 4.20 Multi-Agent:Pick SpaceXAI: Grok 4.20 Multi-Agent when you are optimizing output cost.
  • 2
    SpaceXAI: Grok 4.20 Multi-Agent:Pick SpaceXAI: Grok 4.20 Multi-Agent for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatSpaceXAI: Grok 4.20 Multi-Agent

Lower output list price ($2.5/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGSpaceXAI: Grok 4.20 Multi-Agent

Larger window (2M).

Screenshots / visionQwen3.8 27B

Qwen3.8 27B is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatSpaceXAI: Grok 4.20 Multi-AgentLower output list price ($2.5/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGSpaceXAI: Grok 4.20 Multi-AgentLarger window (2M).
Screenshots / visionQwen3.8 27BQwen3.8 27B is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchAug 14, 2026

Qwen3.8 27B (Aug 14): dense enough to self-host, not a frontier MoE

Alibaba open-weight 27B drop. Local/open-weight lists should see it. It will not win frontier-agents.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
xAI

SpaceXAI: Grok 4.20 Multi-Agent

Elo n/a
SWE-bench—
Speed (tok/s)2M
Input / 1M Tokens$1.25/1M
Output / 1M Tokens$2.5/1M
Alibaba

Qwen3.8 27B

Elo 1,398
SWE-bench58.8%
Speed (tok/s)152 tok/s
Input / 1M Tokens$0.45/1M
Output / 1M Tokens$3.2/1M

Frequently Asked Questions

Which is better overall, SpaceXAI: Grok 4.20 Multi-Agent or Qwen3.8 27B?
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, SpaceXAI: Grok 4.20 Multi-Agent or Qwen3.8 27B?
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?
SpaceXAI: Grok 4.20 Multi-Agent output tokens are $2.5/1M versus $3.2/1M. Input prices and retry rates still move the real bill.
Which is faster, SpaceXAI: Grok 4.20 Multi-Agent or Qwen3.8 27B?
We do not have TTFT for both models.
Which has the larger context window?
SpaceXAI: Grok 4.20 Multi-Agent accepts 2M tokens versus 262k.
Can I self-host either model?
Qwen3.8 27B is marked open-weights in our catalog. The other side is a closed API. Check the provider license before you ship weights.
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. SpaceXAI: Grok 4.20 Multi-Agent and Qwen3.8 27B Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Aug 14, 2026

    Qwen3.8 27B (Aug 14): dense enough to self-host, not a frontier MoE

Similar Head-to-Head Comparisons

All SpaceXAI: Grok 4.20 Multi-Agent matchups →|All Qwen3.8 27B matchups →
Grok 4.6 vs Qwen3.8 27BQwen 3 Max vs Qwen3.8 27BQwen QwQ 32B vs Qwen3.8 27BGrok 4 vs Qwen3.8 27BQwen3 235B vs Qwen3.8 27BQwen 2.5 Plus vs Qwen3.8 27B