Egypt · benchmarks

Benchmark routes in Egypt

Cost per accepted task for Egypt teams, including payment friction.

As of 2026-11-14. Live numbers: stats and status. Operator: Lacesse Ventures.

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Direct answer

Benchmark routes on cost per accepted task for your workload in Egypt, including payment friction. A declined 3-D Secure attempt or an FX margin can erase a 10% token-price advantage; test the wallet path, not just the model.

Live numbers as of 2026-11-14

These figures come from the public stats snapshot generated on 2026-11-14 from backend ledgers. They show volume and reliability only; they do not prove any single route wins your workload. Run your own 50 prompts before you move budget.

MetricValueWhat it tells you
All-time requests126,617109 days since launch
All-time tokens processed5,460,329,0092,299,586,240 served from cache
Requests, last 30 days116,1895,437,162,745 tokens across 82 active routes
Registered developers (all time)424Self-serve accounts, prepaid
Live model routes31Catalogue at /models; machine list at /v1/models
DeepSeek V4.1 Flash 1017, last 30 days63,202cache-hit rate 12.94%
DeepSeek V4.1 Flash Economy (free), last 30 days8,741cache-hit rate 97.36%; free window, not an SLA
30-day uptime98.95%88,390 health checks; status currently reports attention, re-check /status before production

What the routes cost right now

Prices are USD per 1M tokens, taken from the live registry snapshot dated 2026-11-14. The KES columns use the checkout rate of KES 133 = $1; your bank or card issuer may add its own conversion margin on top.

The catalogue is authoritative at /v1/models (the OpenAI-compatible listing) and at /models (the public card with context windows and rate limits). Check both before a production commitment; prices move with provider terms.

See the live list from your terminal: curl -s https://api.fikraapi.co.ke/v1/models -H "Authorization: Bearer YOUR_FIKRA_KEY"

Model IDInput / 1MCached input / 1MOutput / 1MInput KES / 1MOutput KES / 1M
deepseek-v4.1-flash-1017$0.05$0.0075$0.15KES 6.65KES 19.95
deepseek-v4.1-flash$0.05$0.0075$0.15KES 6.65KES 19.95
qwen3.8-27b$0.045$0.045$0.35KES 5.98KES 46.55
glm-5.3-flash$0.1875$0.0375$0.625KES 24.94KES 83.12
glm-5.3$1.225$0.225$3.85KES 162.93KES 512.05
kimi-k3$2.4375$0.24375$12.1875KES 324.19KES 1,620.94

How to read any benchmark in Egypt

  1. Accepted-task cost = wallet spend divided by responses that complete the task. Token sticker price is an input, not the result.
  2. Cache-hit share: 1017 served 12.94% cached input last 30 days while the free economy route hit 97.36%. Stable prefixes change the arithmetic.
  3. Latency measured from your network, not a data-centre vantage. p50 for interactive use; p95 if users wait on the answer.
  4. Unavailable routes are excluded, never estimated. If a route is not at /v1/models, it does not exist for your budget.
  5. Payment friction counts: card decline rate, FX margin and 3DS retries all belong in the denominator for teams in Egypt.

Reproduce it yourself before you budget

  1. Pull the live route list at /v1/models and pin the route IDs you test.
  2. Use your own API key and your own prompts; public suites are a smoke test, not buying evidence.
  3. Log request ID, route, tokens, cache hits, total cost and wall time for every run.
  4. Publish the full distribution to your team; one screenshot of one win is not a benchmark.

The EGP angle nobody prices in

Compare the wallet route against a card-billed foreign invoice using your actual bank statement: conversion rate, margin, foreign-transaction fee and any monthly card cost. At the Kenya checkout (KES 133 = $1, 3% processing fee, KES 136.99 charged for KES 133 credited) the arithmetic is exact; elsewhere it is your issuer's rate, so import last month's statement into the comparison.

How to start in Egypt in ten minutes

  1. Create the account at /account/signup and verify the email address.
  2. Copy the fk_live_ key from the dashboard and store it somewhere safe; it is shown once.
  3. Open /dashboard and pay by USD card. The minimum top-up is $5. Conversion from Egyptian pound happens at your card issuer's rate and fees, not at a Fikra-set rate. Kenya also shows M-Pesa and Airtel Money; Egypt does not.
  4. Point your OpenAI client at https://api.fikraapi.co.ke/v1 and set the model to deepseek-v4.1-flash-1017.
  5. Run 50 prompts from your own workload, then open /stats and the dashboard to check token spend and cache hits before you scale.
  6. Cap the key with a budget in the dashboard, keep the route that wins your prompt set, and drop the rest.
curl https://api.fikraapi.co.ke/v1/chat/completions \
  -H "Authorization: Bearer YOUR_FIKRA_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"deepseek-v4.1-flash-1017","messages":[{"role":"user","content":"Summarise this ticket in two lines."}]}'

Questions buyers ask

Can I pay from Egypt without a foreign credit card?

Not at this checkout. Egypt buyers pay by USD card; the Kenya checkout additionally shows M-Pesa and Airtel Money. Mobile money is not available outside Kenya on this checkout, so plan your funding path before onboarding a team.

How much do I need to start?

The minimum top-up is $5. Self-serve plans are prepaid per 30 days: Lite $10, Pro $25, Max $60. Every tier allows 3,000 requests per minute and 250,000 per day. There is no free production tier; free windows are trials.

Which model ID should I use first?

Use deepseek-v4.1-flash-1017 for text, code and summarisation at $0.05 input and $0.15 output per 1M tokens. Confirm it is listed at /v1/models before production, then compare against qwen3.8-27b and glm-5.3-flash on your own prompts.

Does Fikra sign an SLA?

No. Self-serve is prepaid and has no SLA. Platform 30-day uptime is published at /status (98.95% over 88,390 checks as of 2026-11-14, with status reported as attention). If you need a contractual commitment, contact support before you sign anything.

Where do I see my spend?

The dashboard shows balance and per-key usage; /stats publishes platform-wide telemetry from the same ledgers. Keep request IDs from production calls if you need to reconcile a charge.

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