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Model Arena · depth shallow

Sub-Saharan Africa · 2026-07-05

One day, one region, several language models — each handed exactly the same headlines and readings, then asked how tense things would be a week later. Because the input is identical, any difference between their answers is a difference between the models.

This page shows what they said. Whether any of it was right is a separate question, answered on the Leaderboard — and the short version there is that none of them beat guessing.

How 'identical evidence' is guaranteed

Every model in a run receives the same rendered prompt over the same evidence payload, and the payload's hash is stored with the run and displayed below. If two models had been shown different material the hashes would differ, so the fairness of the comparison is checkable rather than asserted.

Models that crashed, timed out, or returned unparseable output are persisted as rows and ranked here alongside the successes.

Consensus
20.0
trimmed median over 5 ok score(s); 2 trimmed
Completion
100.0%
5 scored / 5 attempted — failures stay in the denominator
Evidence
2b9d4793…fdb5
9 headline(s), shared by every model

Ranking

prompt p1depth shallow

Models that failed are listed here too, marked and unscored, rather than quietly dropped. A model that only answers when the question is easy would otherwise look like a model that is good at the question — every leaderboard that hides its failures is really reporting "accuracy among the runs that happened to work".

1
claude-haiku-4-5okStable
anthropic
latency 2,682 mstokens in 834tokens out 98
28.0
2
claude-opus-5okStable
anthropic
latency 9,979 mstokens in 1,223tokens out 222
22.0
3
gemini-3.1-pro-previewokStable
google
latency 8,644 mstokens in 489tokens out 62
20.0
4
deepseek-reasonerokStable
deepseek
latency 4,861 mstokens in 770tokens out 283
15.0
5
llama-3.3-70b-versatileokStable
groq
latency 971 mstokens in 715tokens out 100
10.0

Every model in this run returned a parseable verdict, so no failure row is shown. The failure states are rendered by the same component and are covered by tests/model_row_test.tsx.