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Claude Opus 5.5 (max) vs Claude Haiku 5.5 (max)

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

Verdict

Claude Opus 5.5 (max)Not yet rankedGeospatial Agent Index
Claude Haiku 5.5 (max)78Geospatial Agent Index · rank 11 of 78

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

Cost per task
$0.83 vs $0.079
Time per task
4.5 min (estimated) vs 7.8 min (estimated)
Tokens per attempt
530k vs 859k
Image input
Yes vs Yes

Claude Opus 5.5 (max), Claude Code scores higher on Earth-Bench V2, GS-QA2 and Vision agents; Claude Haiku 5.5 (max), Claude Code scores higher on GeoBenchX. Claude Haiku 5.5 (max), Claude Code is cheaper ($0.079 against $0.83 per task), but Claude Opus 5.5 (max), Claude Code is faster (4.5 min against 7.8 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 Opus 5.5 (max)Claude Haiku 5.5 (max)
Climate and time series6076
Remote sensing and raster analysis8877
Making maps7785
Recognising infeasible requests7986
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 Opus 5.5 (max), Claude Code · Claude Haiku 5.5 (max), Claude Code.

Side by side

Claude Opus 5.5 (max), Claude Code vs. Claude Haiku 5.5 (max), Claude Code
MetricClaude Opus 5.5 (max), Claude CodeClaude Haiku 5.5 (max), Claude Code
Geospatial Agent Index: Text only7978
Geospatial Agent Index: Text + visionNo data79
Earth-Bench V2 score7170
GeoBenchX score7478
GS-QA2 score9287
Vision agents score9881
GeoAgentBench score (Guided workflows; not in the Agent Index)10097
GeoAnalystBench score (Guided workflows; not in the Agent Index)100100
OGD4All score (standalone; in no index)9597
GeoNatureAgent score (standalone; in no index)100100
MultiGlobeQA score (standalone; in no index)7676
GeoAgentEval score (standalone; in no index)10096
Remote sensing and raster analysis score8877
GIS analysis score9391
Climate and time series score6076
Spatial statistics score5045
Making maps score7785
Recognising infeasible requests score7986
Cost per task$0.83$0.079
Time per task (at 100 output tokens/s)4.5 min (estimated)7.8 min (estimated)
Tokens per attempt530k859k
Turns per attempt12.013.1
Input price per 1M tokens$4.00$0.10
Output price per 1M tokens$20.00$0.50
Context window1,000,0001,000,000
Image inputYesYes
DeveloperAnthropicAnthropic

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Claude Opus 5.5 (max), Claude Code or Claude Haiku 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 Opus 5.5 (max), Claude Code or Claude Haiku 5.5 (max), Claude Code?
Claude Haiku 5.5 (max), Claude Code, $0.079 to $0.83.
Which writes fewer output tokens per task, Claude Opus 5.5 (max), Claude Code or Claude Haiku 5.5 (max), Claude Code?
Claude Opus 5.5 (max), Claude Code, 23k to 43k.
Which has the larger context window, Claude Opus 5.5 (max), Claude Code or Claude Haiku 5.5 (max), Claude Code?
They are level, at 1,000,000 tokens.