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Claude Opus 5.5 (medium) vs Claude Fable 5.1 (medium)

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

Verdict

Claude Opus 5.5 (medium)80Geospatial Agent Index · rank 7 of 85
Claude Fable 5.1 (medium)81Geospatial Agent Index · rank 6 of 85

Claude Fable 5.1 (medium) edges Claude Opus 5.5 (medium) by 1 point; Claude Opus 5.5 (medium) is cheaper and faster.

Cost per task
$0.11 vs $0.33
Time per task
0.5 min vs 0.8 min
Tokens per attempt
91k vs 107k
Image input
Yes vs No data

Claude Opus 5.5 (medium), Claude Code scores higher on GS-QA2; Claude Fable 5.1 (medium), Claude Code scores higher on Earth-Bench V2 and GeoBenchX. Claude Opus 5.5 (medium), Claude Code is cheaper and faster: $0.11 against $0.33 per task, and 0.5 min against 0.8 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 Fable 5.1 (medium)
GIS analysis9286
Remote sensing and raster analysis8487
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 Fable 5.1 (medium), Claude Code.

Side by side

Claude Opus 5.5 (medium), Claude Code vs. Claude Fable 5.1 (medium), Claude Code
MetricClaude Opus 5.5 (medium), Claude CodeClaude Fable 5.1 (medium), Claude Code
Geospatial Agent Index: Text only8081
Geospatial Agent Index: Text + visionNo data81
Earth-Bench V2 score7273
GeoBenchX score7981
GS-QA2 score9089
Vision agents scoreNo data81
GeoAgentBench score (Guided workflows; not in the Agent Index)98100
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)7878
GeoAgentEval score (standalone; in no index)10096
ImpactMesh score (standalone; in no index)No dataNo data
Remote sensing and raster analysis score8487
Change detection score7272
GIS analysis score9286
Climate and time series score7474
Making maps score8684
Cost per task$0.11$0.33
Time per task (at 100 output tokens/s)0.5 min0.8 min
Tokens per attempt91k107k
Turns per attempt4.84.9
Input price per 1M tokens$4.00$10.00
Output price per 1M tokens$20.00$50.00
Context window1,000,000200,000
DeveloperAnthropicAnthropic

Frequently asked questions

Which scores higher on the Geospatial Agent Index, Claude Opus 5.5 (medium), Claude Code or Claude Fable 5.1 (medium), Claude Code?
Claude Fable 5.1 (medium), Claude Code, 81 to 80.
Which is cheaper per task, Claude Opus 5.5 (medium), Claude Code or Claude Fable 5.1 (medium), Claude Code?
Claude Opus 5.5 (medium), Claude Code, $0.11 to $0.33.
Which writes fewer output tokens per task, Claude Opus 5.5 (medium), Claude Code or Claude Fable 5.1 (medium), Claude Code?
Claude Opus 5.5 (medium), Claude Code, 2k to 2k.
Which has the larger context window, Claude Opus 5.5 (medium), Claude Code or Claude Fable 5.1 (medium), Claude Code?
Claude Opus 5.5 (medium), Claude Code, 1,000,000 tokens to 200,000 tokens.