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Model comparison

Celeris-1 vs Claude Mythos 5

Data verified

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

No sourced benchmark result is currently shared by both models. This page therefore compares only the available metadata, pricing, and runtime rows; it does not name a quality winner.
Celeris
N/A
No comparison
83.93/100
1 category wins0 category wins

Public leaderboard positions: Celeris-1 unranked (Not scored); Claude Mythos 5 #1 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Celeris-1 and Claude Mythos 5 share 0 comparable benchmark results. 1 of 8 categories are comparable. 1 result is unique to Celeris-1; 15 to Claude Mythos 5.

Updated July 24, 2026
Shared results
0
Celeris-1 only
1
Claude Mythos 5 only
15
Comparable categories
1 / 8

Treat this as a split decision. Celeris-1 makes more sense if knowledge is the priority or you want the cheaper token bill; Claude Mythos 5 is the better fit if you need the larger 1M+ context window or you want the stronger reasoning-first profile.

Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 1 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

Celeris-1 and Claude Mythos 5 finish on the same BenchAlign overall score, so this is less about a single winner and more about where the edge shows up. The BenchAlign headline says tie; the benchmark table is where the real choice happens.

Claude Mythos 5 is also the more expensive model on tokens at $10.00 input / $50.00 output per 1M tokens, versus $2.00 input / $6.00 output per 1M tokens for Celeris-1. That is roughly 8.3x on output cost alone. Claude Mythos 5 is the reasoning model in the pair, while Celeris-1 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. Claude Mythos 5 gives you the larger context window at 1M+, compared with 8K for Celeris-1.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricCeleris-1Claude Mythos 5Comparison
Input / output priceUSD per 1M tokensCeleris-1$2 input / $6 outputClaude Mythos 5$10 input / $50 outputCeleris-1 has the lower combined listed price.
Generation speedtokens per secondCeleris-1Not availableClaude Mythos 5Not availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenCeleris-1Not availableClaude Mythos 5Not availableA complete latency comparison is not available.
Context windowmaximum listed tokensCeleris-18KClaude Mythos 51M+Claude Mythos 5 lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkCeleris-1Claude Mythos 5Result
Terminal-Bench 2.0Source 88%Not comparable
OSWorld-VerifiedSource 85%Not comparable
BrowseCompSource 88%Not comparable
ExploitGymSource 17.5%Not comparable
Coding
BenchmarkCeleris-1Claude Mythos 5Result
SWE-bench VerifiedSource 95.5%Not comparable
SWE-bench ProSource 80.3%Not comparable
Terminal-Bench 2.0Source 88.0%Not comparable
KnowledgeCeleris-1 wins
BenchmarkCeleris-1Claude Mythos 5Result
MMLU-ProSource 75.9%Not comparable
GPQASource 94.1%Not comparable
HLESource 64.5%Not comparable
HLE w/o toolsSource 59%Not comparable
Math
BenchmarkCeleris-1Claude Mythos 5Result
USAMO 2026Source 97.6%Not comparable
Multilingual
BenchmarkCeleris-1Claude Mythos 5Result
SWE MultilingualSource 92.2%Not comparable
Multimodal
BenchmarkCeleris-1Claude Mythos 5Result
SWE-bench MultimodalSource 54.9%Not comparable
CharXivSource 93.5%Not comparable
CharXiv w/o toolsSource 88.9%Not comparable
Frequently Asked Questions (2)

Which is better, Celeris-1 or Claude Mythos 5?

Celeris-1 and Claude Mythos 5 are tied on the BenchAlign overall score, so the right pick depends on which category matters most for your use case.

Which is better for knowledge tasks, Celeris-1 or Claude Mythos 5?

Celeris-1 has the edge for knowledge tasks in this comparison, averaging 75.9 versus 68.5. Claude Mythos 5 stays close enough that the answer can still flip depending on your workload.

Related Comparisons

Last updated: July 24, 2026

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