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Claude Sonnet 5.5 (high) vs Claude Opus 5.5 (max)

Results updated 3 November 2026 · Both in Claude Code · How we benchmark

Verdict

Claude Sonnet 5.5 (high)78Geospatial Agent Index · rank 10 of 78
Claude Opus 5.5 (max)Not yet rankedGeospatial Agent Index

Not comparable yet: Claude Opus 5.5 (max) is not yet ranked.

Cost per task
$0.055 vs $0.83
Time per task
0.6 min vs 4.5 min (estimated)
Tokens per attempt
94k vs 530k
Image input
Yes vs Yes

Claude Sonnet 5.5 (high), Claude Code scores higher on GeoBenchX; Claude Opus 5.5 (max), Claude Code scores higher on GS-QA2 and Vision agents; they are level on Earth-Bench V2. Claude Sonnet 5.5 (high), Claude Code is cheaper and faster: $0.055 against $0.83 per task, and 0.6 min against 4.5 min.

Not yet ranked. Claude Opus 5.5 (max), Claude Code. Not in the Agent Index, cost and time charts until it has a score on every index evaluation. Results so far are in the side-by-side table.

Where they differ most

By kind of work, share of tasks passed, 0 to 100 · Higher is better

Kind of workClaude Sonnet 5.5 (high)Claude Opus 5.5 (max)
Spatial statistics6250
Climate and time series6960
Remote sensing and raster analysis8088
GIS analysis8693
World map of the places the tasks are setWhere the tasks are set: each kind of work links to its tasks and scores
Leaderboard

Charts for each: Claude Sonnet 5.5 (high), Claude Code · Claude Opus 5.5 (max), Claude Code.

Side by side

Claude Sonnet 5.5 (high), Claude Code vs. Claude Opus 5.5 (max), Claude Code
MetricClaude Sonnet 5.5 (high), Claude CodeClaude Opus 5.5 (max), Claude Code
Geospatial Agent Index: Text only7879
Geospatial Agent Index: Text + vision78No data
Earth-Bench V2 score7171
GeoBenchX score8174
GS-QA2 score8392
Vision agents score7898
GeoAgentBench score (Guided workflows; not in the Agent Index)98100
GeoAnalystBench score (Guided workflows; not in the Agent Index)100100
OGD4All score (standalone; in no index)9695
GeoNatureAgent score (standalone; in no index)100100
MultiGlobeQA score (standalone; in no index)7776
GeoAgentEval score (standalone; in no index)100100
Remote sensing and raster analysis score8088
GIS analysis score8693
Climate and time series score6960
Spatial statistics score6250
Making maps score8477
Recognising infeasible requests score8079
Cost per task$0.055$0.83
Time per task (at 100 output tokens/s)0.6 min4.5 min (estimated)
Tokens per attempt94k530k
Turns per attempt4.812.0
Input price per 1M tokens$2.00$4.00
Output price per 1M tokens$10.00$20.00
Context window1,000,0001,000,000
Image inputYesYes
DeveloperAnthropicAnthropic

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Claude Sonnet 5.5 (high), Claude Code or Claude Opus 5.5 (max), Claude Code?
Not comparable yet: Claude Opus 5.5 (max), Claude Code is not yet ranked.
Which is cheaper per task, Claude Sonnet 5.5 (high), Claude Code or Claude Opus 5.5 (max), Claude Code?
Claude Sonnet 5.5 (high), Claude Code, $0.055 to $0.83.
Which writes fewer output tokens per task, Claude Sonnet 5.5 (high), Claude Code or Claude Opus 5.5 (max), Claude Code?
Claude Sonnet 5.5 (high), Claude Code, 2k to 23k.
Which has the larger context window, Claude Sonnet 5.5 (high), Claude Code or Claude Opus 5.5 (max), Claude Code?
They are level, at 1,000,000 tokens.