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

Results updated 5 November 2026 · Both in Claude Code · How we benchmark

Verdict

Claude Opus 5.5 (medium)80Geospatial Agent Index · rank 7 of 85
Claude Haiku 5.5 (max)77Geospatial Agent Index · rank 15 of 85

Claude Opus 5.5 (medium) beats Claude Haiku 5.5 (max) by 3 points, and is faster; Claude Haiku 5.5 (max) is cheaper.

Cost per task
$0.11 vs $0.088
Time per task
0.5 min vs 8.3 min (estimated)
Tokens per attempt
91k vs 943k
Image input
Yes vs Yes

Claude Opus 5.5 (medium), Claude Code scores higher than Claude Haiku 5.5 (max), Claude Code on all 3 evaluations scored for both. Claude Haiku 5.5 (max), Claude Code is cheaper ($0.088 against $0.11 per task), but Claude Opus 5.5 (medium), Claude Code is faster (0.5 min against 8.3 min).

Where they differ most

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

Kind of workClaude Opus 5.5 (medium)Claude Haiku 5.5 (max)
Change detection7256
Remote sensing and raster analysis8480
Climate and time series7471
Making maps8684
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 (medium), Claude Code · Claude Haiku 5.5 (max), Claude Code.

Side by side

Claude Opus 5.5 (medium), Claude Code vs. Claude Haiku 5.5 (max), Claude Code
MetricClaude Opus 5.5 (medium), Claude CodeClaude Haiku 5.5 (max), Claude Code
Geospatial Agent Index: Text only8077
Geospatial Agent Index: Text + visionNo data78
Earth-Bench V2 score7267
GeoBenchX score7978
GS-QA2 score9087
Vision agents scoreNo data81
GeoAgentBench score (Guided workflows; not in the Agent Index)9898
GeoAnalystBench score (Guided workflows; not in the Agent Index)95100
OGD4All score (standalone; in no index)9797
GeoNatureAgent score (standalone; in no index)100100
MultiGlobeQA score (standalone; in no index)7877
GeoAgentEval score (standalone; in no index)10096
ImpactMesh score (standalone; in no index)No dataNo data
Remote sensing and raster analysis score8480
Change detection score7256
GIS analysis score9290
Climate and time series score7471
Making maps score8684
Cost per task$0.11$0.088
Time per task (at 100 output tokens/s)0.5 min8.3 min (estimated)
Tokens per attempt91k943k
Turns per attempt4.813.7
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 (medium), Claude Code or Claude Haiku 5.5 (max), Claude Code?
Claude Opus 5.5 (medium), Claude Code, 80 to 77.
Which is cheaper per task, Claude Opus 5.5 (medium), Claude Code or Claude Haiku 5.5 (max), Claude Code?
Claude Haiku 5.5 (max), Claude Code, $0.088 to $0.11.
Which writes fewer output tokens per task, Claude Opus 5.5 (medium), Claude Code or Claude Haiku 5.5 (max), Claude Code?
Claude Opus 5.5 (medium), Claude Code, 2k to 45k.
Which has the larger context window, Claude Opus 5.5 (medium), Claude Code or Claude Haiku 5.5 (max), Claude Code?
They are level, at 1,000,000 tokens.