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Model comparison

Grok 4.20 Multi-agent vs Sakana Fugu-Ultra v1.1

Data verified

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

No sourced benchmark result is currently shared by both models. This page therefore compares only the available metadata, pricing, and runtime rows; it does not name a quality winner.
No comparison
0 category wins0 category wins

Evidence parity. Grok 4.20 Multi-agent and Sakana Fugu-Ultra v1.1 share 0 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Grok 4.20 Multi-agent; 0 to Sakana Fugu-Ultra v1.1.

Updated July 24, 2026
Shared results
0
Grok 4.20 Multi-agent only
0
Sakana Fugu-Ultra v1.1 only
0
Comparable categories
0 / 8

Benchmark data for Grok 4.20 Multi-agent and Sakana Fugu-Ultra v1.1 is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

BenchLM does not have sourced benchmark coverage for Grok 4.20 Multi-agent and Sakana Fugu-Ultra v1.1 yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.

Grok 4.20 Multi-agent has the larger context window at 2M, compared with 1M for Sakana Fugu-Ultra v1.1.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricGrok 4.20 Multi-agentSakana Fugu-Ultra v1.1Comparison
Input / output priceUSD per 1M tokensGrok 4.20 Multi-agentNot availableSakana Fugu-Ultra v1.1$5 input / $30 outputA complete price comparison is not available.
Generation speedtokens per secondGrok 4.20 Multi-agentNot availableSakana Fugu-Ultra v1.1Not availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenGrok 4.20 Multi-agentNot availableSakana Fugu-Ultra v1.1Not availableA complete latency comparison is not available.
Context windowmaximum listed tokensGrok 4.20 Multi-agent2MSakana Fugu-Ultra v1.11MGrok 4.20 Multi-agent lists the larger context window.

Benchmark Deep Dive

Frequently Asked Questions (3)

Can I compare Grok 4.20 Multi-agent and Sakana Fugu-Ultra v1.1 on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

What data is available for Grok 4.20 Multi-agent and Sakana Fugu-Ultra v1.1 today?

Grok 4.20 Multi-agent: Pricing unavailable Sakana Fugu-Ultra v1.1: $5.00 input / $30.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

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Last updated: July 24, 2026