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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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.
| Figure | Value | Note | Claim |
|---|---|---|---|
| Cybersecurity, Argon's winning margin | 1 points | 19 | |
| General Reasoning margin | 1.9 points | 20 | |
| Long-context, largest win | 17.4 points | 4 |
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
Claim ledger
Ranked by verification strength, evidence, and original report placement.
- [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.
- [2]
Gemini 4 Argon beats Claude Opus 5.5 in 14 of 18 head-to-head benchmarks.
- [3]
On the million-token long-context test, Argon scores 84.2 and Opus 5.5 scores 66.8, a 17.4-point difference.
- [4]
The 17.4-point long-context difference is the largest absolute margin among all of Argon's wins.
- [5]
At 128K tokens, Argon scores 99.7 against 90.6 for Opus 5.5.
- [6]
All four of Opus 5.5's wins came in terminal-based engineering and science work.
- [7]
Terminal Agents goes to Opus 5.5, 66.4 to 57.4, a nine point margin.
- [8]
Legal Work: Argon scores 19.6 against Opus 5.5's 3.8, which the write-up calls the most lopsided result in the comparison.
- [9]
Argon wins Lab Science 88.8 to 73.1 and Math Reasoning 76.0 to 69.6.
- [10]
The 128K-token gap is 9.1 points.
- [11]
Between 128K and 1M tokens Argon loses 15.5 points and Opus 5.5 loses 23.8 points.
- [12]
Legal Work: Argon's score is about 5.2 times Opus 5.5's, an absolute gap of 15.8 points.
- [13]
General Reasoning: Argon 68.9, Opus 5.5 67.0. Cybersecurity: Argon 68.0, Opus 5.5 67.0.
- [14]
The write-up says several contests were decided by a single point, including general reasoning and cybersecurity.
- [15]
Agent Exam: Argon 39.5, Opus 5.5 38.2. Vibe Coding: Argon 91.9, Opus 5.5 90.3.
- [16]
"That makes this the fairest comparison available: same tests, same scoring, published by a single lab with nothing to hide."
- [17]
Gemini 4 Argon is Google's model and Claude Opus 5.5 is Anthropic's.
- [18]
The write-up says the gap between the two models is narrower than the 14-4 tally suggests.
- [19]
Four of Argon's 14 wins come by less than two points: Cybersecurity (1.0), Agent Exam (1.3), Vibe Coding (1.6) and General Reasoning (1.9).
- [20]
The General Reasoning gap is 1.9 points, not one point.
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Sources
1 independent publisher whose own reporting we read for this story.
- dev.toGemini 4 Argon vs Claude Opus 5.5: Benchmark Comparison
1 article · October 14, 2026
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