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GPT-5.1-Codex-Max vs Reka Flash 3

Reka Flash 3 costs 50.0x less per output token than GPT-5.1-Codex-Max ($0.20 vs $10.00 per million). Updated October 22, 2026; no benchmark has tested both models yet.

GPT-5.1-Codex-MaxOpenAI
Coding
No data
Overall
No data
Output $/M
$10.00
Reka Flash 3Reka
Coding
No data
Overall
No data
Output $/M
$0.20
vs $10.00 vs $0.20 per 1M output tokens. Reka Flash 3 is 50.0x cheaper.

GPT-5.1-Codex-Max or Reka Flash 3: which to pick

Neither model has a coding score yet, so the two cannot be ranked on coding.

Pick GPT-5.1-Codex-Max for a larger context window (400K against 66K tokens).

No benchmark has tested both yet. GPT-5.1-Codex-Max has results on LiveCodeBench (Vals AI), Vibe Code Bench (Vals AI) and Terminal-Bench; Reka Flash 3 on LiveCodeBench (Artificial Analysis run), Terminal-Bench Hard (Artificial Analysis run) and AA Intelligence Index. Compare them on price and context instead.

Which one for your work

Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.

At a glance

Coding index
GPT-5.1-Codex-Max not benchmarked, Reka Flash 3 not benchmarked.
Widest category
None yet: no category has been tested on both models.
Widest single gap
None yet: no benchmark has tested both models.
Output price
GPT-5.1-Codex-Max $10.00 against Reka Flash 3 $0.20 per million output tokens, 50.0x apart.
Context window
GPT-5.1-Codex-Max takes 400K tokens, Reka Flash 3 66K.

Benchmark by benchmark

Every board either model has a result on, a category to a fold; bars are each result on a 0 to 100 scale. Only one model is measured on each, so no row names a leader.

CodingDirectional onlySix of these boards feed the Vibe Coding Index6 boards measured
Coding benchmarks for GPT-5.1-Codex-Max and Reka Flash 3
BenchmarkGPT-5.1-Codex-MaxReka Flash 3Leader
LiveCodeBench (Vals AI)83.6%Not measuredOnly GPT-5.1-Codex-Max measured
Vibe Code Bench (Vals AI)22.2%Not measuredOnly GPT-5.1-Codex-Max measured
LiveCodeBench (Artificial Analysis run)Not measured43.5%Only Reka Flash 3 measured
Terminal-Bench Hard (Artificial Analysis run)Not measured0.0%Only Reka Flash 3 measured
Terminal-Bench60.4%Not measuredOnly GPT-5.1-Codex-Max measured
ALE-Bench1228.3Not measuredOnly GPT-5.1-Codex-Max measured
Neither model has a result on the other 33 boards here
IntelligenceDirectional onlyPublic boards, shown as published, kept out of the index1 board measured
Intelligence benchmarks for GPT-5.1-Codex-Max and Reka Flash 3
BenchmarkGPT-5.1-Codex-MaxReka Flash 3Leader
AA Intelligence IndexNot measured6.4Only Reka Flash 3 measured
Neither model has a result on the other 1 board here
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index3 boards measured
Agentic work benchmarks for GPT-5.1-Codex-Max and Reka Flash 3
BenchmarkGPT-5.1-Codex-MaxReka Flash 3Leader
τ²-Bench TelecomNot measured0.0%Only Reka Flash 3 measured
METR time horizons70.8%Not measuredOnly GPT-5.1-Codex-Max measured
BALROGNot measured29.2%Only Reka Flash 3 measured
Neither model has a result on the other 38 boards here
ReasoningDirectional onlyPublic boards, shown as published, kept out of the index2 boards measured
Reasoning benchmarks for GPT-5.1-Codex-Max and Reka Flash 3
BenchmarkGPT-5.1-Codex-MaxReka Flash 3Leader
GPQA Diamond (Artificial Analysis run)Not measured52.9%Only Reka Flash 3 measured
Humanity's Last Exam (Artificial Analysis run)Not measured4.4%Only Reka Flash 3 measured
Neither model has a result on the other 20 boards here
MathDirectional onlyPublic boards, shown as published, kept out of the index3 boards measured
Math benchmarks for GPT-5.1-Codex-Max and Reka Flash 3
BenchmarkGPT-5.1-Codex-MaxReka Flash 3Leader
AA Math IndexNot measured33.7Only Reka Flash 3 measured
AIME 2025 (Artificial Analysis run)Not measured33.7%Only Reka Flash 3 measured
ProofBench9.0%Not measuredOnly GPT-5.1-Codex-Max measured
Neither model has a result on the other 10 boards here
KnowledgeDirectional onlyPublic boards, shown as published, kept out of the index1 board measured
Knowledge benchmarks for GPT-5.1-Codex-Max and Reka Flash 3
BenchmarkGPT-5.1-Codex-MaxReka Flash 3Leader
MMLU Pro (Artificial Analysis run)Not measured66.9%Only Reka Flash 3 measured
Neither model has a result on the other 17 boards here
GeneralDirectional onlyPublic boards, shown as published, kept out of the index2 boards measured
General benchmarks for GPT-5.1-Codex-Max and Reka Flash 3
BenchmarkGPT-5.1-Codex-MaxReka Flash 3Leader
IFBenchNot measured30.4%Only Reka Flash 3 measured
Long context reasoning (AA-LCR)Not measured0.0%Only Reka Flash 3 measured
Neither model has a result on the other 44 boards here

What each workload costs

Three fixed token mixes at each model's listed price, so per-token rates become a bill.

Chat turn

1K input + 500 output tokens

GPT-5.1-Codex-Max$0.0063Fits in one request
Reka Flash 3$0.0002Fits in one request

Reka Flash 3 costs less

Repository review

50K input + 3K output tokens

GPT-5.1-Codex-Max$0.092Fits in one request
Reka Flash 3$0.0056Fits in one request

Reka Flash 3 costs less

Agent loop

200K input + 10K output tokens

GPT-5.1-Codex-Max$0.350Fits in one request
Reka Flash 3$0.022Exceeds the context window

Reka Flash 3 costs less

Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.

Specification differences

The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.

Specifications of GPT-5.1-Codex-Max and Reka Flash 3
SpecificationOpenAI GPT-5.1-Codex-MaxReka Flash 3
MakerOpenAIReka
WeightsNo public weights listedOpen weights
ReleasedDecember 4, 2025March 12, 2025
Context window400K66K
Input $/Mtok$1.25$0.10
Output $/Mtok$10.00$0.20
Coding indexNot benchmarkedNot benchmarked
Independent measurements behind it10
Cost per solved taskNot computableNot computable
SourceOpenRouter listingOpenRouter listing

Questions

Is GPT-5.1-Codex-Max better than Reka Flash 3 for coding?

Neither model has a coding score yet, so the two cannot be ranked on coding. Pick GPT-5.1-Codex-Max for a larger context window (400K against 66K tokens).

Which is cheaper, GPT-5.1-Codex-Max or Reka Flash 3?

GPT-5.1-Codex-Max costs $1.25 per million input tokens and $10.00 per million output tokens; Reka Flash 3 costs $0.10 and $0.20. Cost per solved task is known for neither of them.

Which has the bigger context window, GPT-5.1-Codex-Max or Reka Flash 3?

GPT-5.1-Codex-Max, with 400K tokens against 66K.

Has any benchmark tested both GPT-5.1-Codex-Max and Reka Flash 3?

No benchmark has tested both yet. GPT-5.1-Codex-Max has results on LiveCodeBench (Vals AI), Vibe Code Bench (Vals AI) and Terminal-Bench; Reka Flash 3 on LiveCodeBench (Artificial Analysis run), Terminal-Bench Hard (Artificial Analysis run) and AA Intelligence Index. Compare them on price and context instead. Data as of October 22, 2026.

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