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Gemini 4 Argon wins 14 of 18 benchmarks against Claude Opus 5.5 in Google DeepMind's scores

Gemini 4 Argon beats Claude Opus 5.5 on 14 of 18 benchmarks in Google DeepMind's published scores, according to a dev.to comparison. Opus takes the other four, including Terminal Agents at 66.4 to 57.4.

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Illustration accompanying Gemini 4 Argon wins 14 of 18 benchmarks against Claude Opus 5.5 in Google DeepMind's scores
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Several Argon wins come by under two points Points between Argon's and Opus 5.5's scores on three benchmarks Argon wins, in Google DeepMind's published scores

Key figures: Argon wins Cybersecurity by 1.0 point and General Reasoning by 1.9 points over Opus 5.5. Its long-context win, by 17.4 points, is the largest margin among Argon's wins.

Several Argon wins come by under two points
FigureValueNoteClaim
Cybersecurity, Argon's winning margin1 points19
General Reasoning margin1.9 points20
Long-context, largest win17.4 points4

What happened

  • Google DeepMind published scores on 19 benchmarks, but Opus 5.5 was not tested on one, leaving 18 head-to-head contests.
  • On the million-token long-context test Argon scores 84.2 to Opus 5.5's 66.8, the largest margin of any Argon win.
  • The write-up says all four of Opus 5.5's wins came in terminal-based engineering and science work.
  • Legal Work is the most lopsided result in the set, with Argon at 19.6 and Opus 5.5 at 3.8.

Why it matters

  • contradiction The 14-4 tally reads as a rout, and the same write-up says the gap between the models is narrower than that count suggests.
  • exposure Anyone routing on this table is relying on scores published by the maker of one of the two models, with no second party's reproduction.
  • decision Teams running terminal agents get no reason from this table to leave Opus 5.5, and teams with inputs near a million tokens have the strongest case for trialling Argon.

The long-context results show a pattern. At 128K tokens Argon scores 99.7 and Opus 5.5 scores 90.6, a gap of 9.1 points [5][10]. At a million tokens the gap is 17.4 [3]. Argon gives up 15.5 points between the two lengths and Opus gives up 23.8 [11]. If the two tests measure the same skill at different lengths, as the write-up presents them, the advantage grows with input size. A team that stays under 128K sees the smaller gap.

Legal Work is the biggest margin by ratio and the weakest to lean on. Argon's score is 5.2 times Opus's [12]. Both scores sit below 20 [8], and the absolute gap is 15.8 points, under the 17.4 on long context [12][4].

The write-up says several contests were decided by a single point, including general reasoning and cybersecurity [14]. Cybersecurity is, at 68.0 to 67.0. General Reasoning is 68.9 to 67.0, a gap of 1.9 [13][20]. Agent Exam (39.5 to 38.2) and Vibe Coding (91.9 to 90.3) are 1.3 and 1.6 points apart [15]. Four of Argon's 14 wins therefore come by less than two points [19].

The write-up calls the set "the fairest comparison available: same tests, same scoring, published by a single lab with nothing to hide" [16]. The lab is Google DeepMind, and Argon is Google's model [1][17]. A shared harness removes one variable. We'd treat the tally as Google's published claim until a second party reproduces the long-context gap. For the numbers to transfer, your inputs would have to resemble the benchmark inputs and your agent scaffolding would have to behave like Google's. The write-up does not describe the prompts, tool setup or sampling settings.

The text available breaks off after Terminal Agents, which Opus wins 66.4 to 57.4 [7]. The other three Opus wins are not itemized. Argon takes both Lab Science and Math Reasoning [9], so whichever science tests Opus won are not among those listed.

What to watch

  • A second party reproducing the million-token result, 84.2 for Argon against 66.8 for Opus 5.5, outside Google's published scores.
  • The full 19-benchmark table, including the three Opus wins the available text does not itemize.
  • Anthropic publishing its own scores for Opus 5.5 on the same 18 benchmarks.

Clarity's read

What the record supports and how the coverage leans. The claims behind it follow.

Reality

Evidence45
Adoption
Insufficient
Hype gap+25
Incentives60
Confidence50
Why these scores

Claim ledger

Ranked by verification strength, evidence, and original report placement.

  1. [1]

    Google DeepMind published official evaluation scores for both models across 19 benchmarks; Opus 5.5 was not tested on one, leaving 18 direct head-to-head contests.

    Reported Supported Source: The Daily Flare, republished on dev.toView cited source
  2. [2]

    Gemini 4 Argon beats Claude Opus 5.5 in 14 of 18 head-to-head benchmarks.

    Reported Supported Source: The Daily Flare, republished on dev.toView cited source
  3. [3]

    On the million-token long-context test, Argon scores 84.2 and Opus 5.5 scores 66.8, a 17.4-point difference.

    Reported Supported Source: The Daily Flare, republished on dev.toView cited source

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Sources

1 independent publisher whose own reporting we read for this story.

  1. dev.to

    1 article · October 14, 2026

    Gemini 4 Argon vs Claude Opus 5.5: Benchmark Comparison

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