Gemini 2.5 Flash vs Kimi K2.7 Code

rates, context and capabilities side by side on the impossibl api, and what the same workload costs on each.

the models at a glance: base rates, context window and modalities
specificationGemini 2.5 Flash

google/gemini-2.5-flash

Kimi K2.7 Code

moonshotai/kimi-k2.7-code

input · usd / 1m tok$0.30$0.95
output · usd / 1m tok$2.50$4.00
context window1mtokens262.14ktokens
modalities · in → out

takes text, image, audio and video in, gives text out

takes text and image in, gives text out

pricing

base api rates by model
base api rates · usd per 1m tokensGemini 2.5 Flash

google/gemini-2.5-flash

Kimi K2.7 Code

moonshotai/kimi-k2.7-code

input$0.30$0.95
output$2.50$4.00
cache read$0.03$0.19
audio input$1.00not published

the estimate below prices one workload at these rates on every model.

specifications

published specifications by model
as publishedGemini 2.5 Flash

google/gemini-2.5-flash

Kimi K2.7 Code

moonshotai/kimi-k2.7-code

creatorGoogleMoonshot AI
model typeText generationText generation
context window1,000,000tokens262,144tokens
input

takes text, image, audio and video in, gives text out

takes text and image in, gives text out

outputtexttext
tool callingnot verifiednot verified
releasedjun 17, 2025not published
endpoint/v1/chat/completions/v1/chat/completions

unknown means the public catalog does not establish that fact. a model's documented capabilities can differ from what a particular api supports. see the model documentation for integration details.

benchmarks

benchmark scores by model, primary tested configuration
primary configurationGemini 2.5 Flash

google/gemini-2.5-flash

non-reasoning

Kimi K2.7 Code

moonshotai/kimi-k2.7-code

no benchmarks yet

intelligence index · gateway rank9.9#80 of 90not measured
omniscience-42.6#75 of 86not measured
gpqa68.3%#75 of 88
not measured
humanity’s last exam4.7%#79 of 89
not measured
mmmu-pro65.5%
not measured
aime 202560.3%
not measured
aa-lcr49.9%
not measured
livecodebench49.5%
not measured
ifbench39.0%
not measured
tau214.9%
not measured
terminal-bench hard12.1%
not measured
multilingual lcr8.3%
not measured
critpt1.4%
not measured

Gemini 2.5 Flash source ↗

each column describes the tested configuration named under the model; performance and costs can differ on impossibl. a score one model was not measured on is left blank rather than scored zero. indices are ranked against every model on the gateway with one. last checked 2026-09-11.

estimate your cost

one token workload, priced on every model at the published rates, in usd. change the numbers to match yours.

token workload

total input, including cached tokens

include billable reasoning tokens

the same token usage in each request

a subset of total input, never additional tokens

Gemini 2.5 Flash

google/gemini-2.5-flash

estimated usage cost

$1.55

1,000 requests × (1,000 uncached input × $0.30 + 500 output × $2.50) / 1,000,000 = $1.55

base rates; no context pricing tiers are published.

Kimi K2.7 Code

moonshotai/kimi-k2.7-code

estimated usage cost

$2.95

1,000 requests × (1,000 uncached input × $0.95 + 500 output × $4.00) / 1,000,000 = $2.95

base rates; no context pricing tiers are published.

estimates use published impossibl api usage rates. configured billing adjustments, funding fees, taxes, and custom workspace rates are excluded and may change the final amount.

image and audio usage, cache creation, and additional tool charges are excluded. reasoning tokens count as billable output, even when they are not visible in the response.

summary

Gemini 2.5 Flash and Kimi K2.7 Code are available through the Impossibl API. they share the /v1/chat/completions endpoint; the model identifier selects the model for a request.

Gemini 2.5 Flash is created by Google. It has a 1,000,000-token context window. Base API pricing (USD): $0.30 per million input tokens; $2.50 per million output tokens.

Kimi K2.7 Code is created by Moonshot AI. It has a 262,144-token context window. Base API pricing (USD): $0.95 per million input tokens; $4.00 per million output tokens.

Gemini 2.5 FlashKimi K2.7 Code

this page compares Gemini 2.5 Flash vs Kimi K2.7 Code as listed by the impossibl public api. prices and availability come from that catalog, refreshed here every five minutes. this is an impossibl offering, not a comparison of independent hosting-provider quotes.

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